Publications
Publications 2023 Publications 2023
Journal Articles
Sadegh S. , Skelton J. , Anastasi E. , Maier A. , Adamowicz K. , Möller A. Kriege NM. , Kronberg J. , Haller T. , Kacprowski T. , Wipat A. , Baumbach J. , Blumenthal DB. Lacking mechanistic disease definitions and corresponding association data hamper progress in network medicine and beyond Nature Communications 14 2023 ), Article No.: 1662 ISSN: 2041-1723 10.1038/s41467-023-37349-4 Download Herglotz C. Kränzler M. Schober R. Kaup A. Sweet Streams are Made of This: The System Engineer’s View on Energy Efficiency in Video Communications (Preprint) Ieee Circuits and Systems Magazine 23 2023 ), p. 57-77 ISSN: 1531-636X 10.1109/MCAS.2023.3234739 Download Tsaregorodtsev A. , Belagiannis V. ParticleAugment: Sampling-based data augmentation Computer Vision and Image Understanding 228 2023 ), Article No.: 103633 ISSN: 1077-3142 10.1016/j.cviu.2023.103633 Download Sippel F. Seiler J. Kaup A. Synthetic hyperspectral array video database with applications to cross-spectral reconstruction and hyperspectral video coding Journal of the Optical Society of America A-Optics Image Science and Vision 40 2023 ), p. 479-491 ISSN: 0740-3232 10.1364/JOSAA.479552 https://arxiv.org/abs/2301.07551 Download Brendel A. Haubner T. Kellermann W. A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis IEEE Transactions on Signal Processing 71 2023 ), p. 816-830 ISSN: 1053-587X 10.1109/TSP.2023.3255552 Download Luo X. , Jin J. , Huang G. Chen J. , Benesty J. :Design of Steerable Linear Differential Microphone Arrays With Omnidirectional and Bidirectional Sensors IEEE Signal Processing Letters 2023 ), p. 1-5 ISSN: 1070-9908 10.1109/LSP.2023.3267969 Download Nguyen TD. Kaup A. Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model IEEE Transactions on Circuits and Systems For Video Technology 2023 ), p. 1-1 ISSN: 1051-8215 10.1109/TCSVT.2023.3239321 Download
Conference Contributions
Herglotz C. Robitza W. , Raake A. , Hoßfeld T. , Kaup A. Power Reduction Opportunities on End-User Devices in Quality-Steady Video Streaming 15th International Conference on Quality of Multimedia Experience (Gent 20. June 2023 - 22. June 2023 )http://arxiv.org/abs/2305.15117 Download Trammer M. Genser N. , Seiler J. RGB-Guided Resolution Enhancement of IR Images International Conference on Systems, Signals and Image Processing (IWSSIP) (Ohrid 27. June 2023 - 29. June 2023 )Download Uddehal SR. Strutz T. , Och H. Kaup A. Image Segmentation for Improved Lossless Screen Content Compression 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (Rhode Islands, Greece 4. June 2023 - 10. June 2023 )10.1109/ICASSP49357.2023.10094983 https://ieeexplore.ieee.org/document/10094983 Download Meyer A. Kaup A. A novel Cross-Component Context Model for End-to-End Wavelet Image Coding ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece 4. June 2023 - 10. June 2023 )10.1109/ICASSP49357.2023.10096867 https://arxiv.org/abs/2303.05121 Download Nguyen TD. Nambiar KG. Kaup A. DEEP PROBABILISTIC MODEL FOR LOSSLESS SCALABLE POINT CLOUD ATTRIBUTE COMPRESSION International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rodos Palace Luxury Convention Resort, Rhodes Island, Greece 4. June 2023 - 10. April 2023 )In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023 2023 https://arxiv.org/abs/2303.06517 Download Bergmann S. Moussa D. Brand F. Kaup A. Rieß C. Frequency-Domain Analysis of Traces for the Detection of AI-based Compression International Workshop on Biometrics and Forensics 2023 (Barcelona 19. April 2023 - 20. April 2023 )In: IEEE (ed.): 2023 International Workshop on Biometrics and Forensics (IWBF) 2023 https://faui1-files.cs.fau.de/public/publications/mmsec/2023-Bergmann-IWBF.pdf Download Dawoud Y. , Bouazizi A. , Ernst K. , Carneiro G. , Belagiannis V. Knowing What to Label for Few Shot Microscopy Image Cell Segmentation 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023 (Waikoloa, HI, USA 3. January 2023 - 7. January 2023 )In: Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023 2023 10.1109/WACV56688.2023.00356 Download
Publications 2022 Publications 2022
Journal Articles
Kränzler M. Herglotz C. Kaup A. Energy Efficient Video Decoding for VVC Using a Greedy Strategy Based Design Space Exploration IEEE Transactions on Circuits and Systems For Video Technology 32 2022 ), p. 4696-4709 ISSN: 1051-8215 10.1109/TCSVT.2021.3130739 https://arxiv.org/abs/2111.12194 Download Herglotz C. Genser N. Kaup A. Rate-Distortion Optimal Transform Coefficient Selection for Unoccupied Regions in Video-Based Point Cloud Compression IEEE Transactions on Circuits and Systems For Video Technology 2022 ), p. 1-1 ISSN: 1051-8215 10.1109/TCSVT.2022.3185026 https://arxiv.org/abs/2206.12186 Download Grosche S. Regensky A. Sinn A. , Seiler J. Kaup A. Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation IEEE Transactions on Circuits and Systems II: Express Briefs 69 2022 ), p. 2398-2402 ISSN: 1057-7130 10.1109/TCSII.2022.3160012 Download Nambiar KG. Morgenshtern V. Hochreuther P. Seehaus T. Braun M. A Self-Trained Model for Cloud, Shadow and Snow Detection in Sentinel-2 Images of Snow- and Ice-Covered Regions Remote Sensing 14 2022 ), p. 1825 ISSN: 2072-4292 10.3390/rs14081825 Download Haubner T. Brendel A. Kellermann W. Online Acoustic System Identification Exploiting Kalman Filtering and an Adaptive Impulse Response Subspace Model Journal of Signal Processing Systems 2022 )ISSN: 1939-8018 10.1007/s11265-021-01711-w https://link.springer.com/article/10.1007/s11265-021-01711-w Download Fischer K. Brand F. Kaup A. Boosting Neural Image Compression for Machines Using Latent Space Masking IEEE Transactions on Circuits and Systems For Video Technology 2022 )ISSN: 1051-8215 10.1109/TCSVT.2022.3195322 https://arxiv.org/abs/2112.08168 Download Schäfer M. Salinas Y. , Enzenhofer F. , Bruggemann O. , Martinez-Manez R. , Rabenstein R. Schober R. Haselmayr W. , Ruderer A. Channel Responses for the Molecule Release from Spherical Homogeneous Matrix Carriers IEEE Transactions on Molecular, Biological and Multi-Scale Communications 2022 ), p. 1-1 ISSN: 2372-2061 10.1109/TMBMC.2022.3182571 Download Huang G. Benesty J. , Chen J. :Fundamental Approaches to Robust Differential Beamforming With High Directivity Factors IEEE/ACM Transactions on Audio, Speech and Language Processing 2022 ), p. 1-15 ISSN: 2329-9290 10.1109/TASLP.2022.3209935 Download Jin J. , Benesty J. , Huang G. Chen J. :On Differential Beamforming with Nonuniform Linear Microphone Arrays IEEE/ACM Transactions on Audio, Speech and Language Processing 30 2022 ), p. 1840-1852 ISSN: 2329-9290 10.1109/TASLP.2022.3178229 Download Bhattacharjee P. , Burger M. Boerner A. , Morgenshtern V. Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems IEEE Transactions on Computational Imaging 2022 )ISSN: 2333-9403 10.1109/TCI.2022.3163552 Download
Conference Contributions
Ramasubbu G. Kaup A. Herglotz C. A Bit Stream Feature-Based Energy Estimator for HEVC Software Encoding Picture Coding Symposium (PCS 2022) (San Jose, California 7. December 2022 - 9. December 2022 )10.1109/PCS56426.2022.10018048 https://arxiv.org/abs/2212.05609 Download Kränzler M. Herglotz C. Kaup A. Advanced Design Space Exploration for Joint Energy and Quality Optimization for VVC Picture Coding Symposium (PCS) (San Jose, California 7. December 2022 - 9. December 2022 )10.48550/arXiv.2209.10211 Download Maier A. Moussa D. Spruck A. Seiler J. Rieß C. Reliability Scoring for the Recognition of Degraded License Plates 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (Madrid 29. November 2022 - 2. December 2022 )10.1109/AVSS56176.2022.9959390 https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Maier-AVSS.pdf Download Herglotz C. Kränzler M. Mons R. , Kaup A. Beyond Bjontegaard: Limits of Video Compression Performance Comparisons IEEE International Conference on Image Processing (Bordeaux 17. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897912 Download Gruber M. Brand F. Mosebach A. , Seiler J. Kaup A. Domain Adaptation for Unknown Image Distortions in Instance Segmentation IEEE International Conference on Image Processing (ICIP) (Bordeaux 16. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897339 https://arxiv.org/abs/2210.02386 Download Fischer K. Brand F. Herglotz C. Kaup A. Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding IEEE International Conference on Image Processing (ICIP) (Bordeaux 16. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897987 https://arxiv.org/abs/2301.08533 Download Kränzler M. Wieckowski A. , Ramasubbu G. Bross B. , Kaup A. Marpe D. , Herglotz C. Optimized Decoding-Energy-Aware Encoding In Practical VVC Implementations 29th IEEE International Conference on Image Processing (IEEE ICIP) (Bordeaux 16. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897896 https://arxiv.org/abs/2206.13483 Download Jaiswal N. Bucher T. , Seiler J. Beckschäfer P. , Bhattacharjee P. :Deep learning based windthrow detection for winter storms Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIV Konferenz (Berlin 5. September 2022 - 7. September 2022 )Download Haubner T. Koldovsky Z. , Kellermann W. Joint Acoustic Echo Cancellation and Blind Source Extraction based on Independent Vector Extraction International Workshop on Acoustic Signal Enhancement (IWAENC) (Bamberg 5. September 2022 - 8. September 2022 )10.1109/IWAENC53105.2022.9914763 Download Herglotz C. Robitza W. , Kränzler M. Kaup A. Raake A. :Modeling of Energy Consumption and Streaming Video QoE using a Crowdsourcing Dataset The 14th International Conference on Quality of Multimedia Experience (QoMEX) (Lippstadt 5. September 2022 - 7. September 2022 )10.1109/QoMEX55416.2022.9900886 Download Parker J. , Schlecht SJ. , Rabenstein R. Schäfer M. Physical Modeling using Recurrent Neural Networks with Fast Convolutional Layers 25th International Conference on Digital Audio Effects (DaFX22) (Wien 5. September 2022 - 10. September 2022 )https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf Download Heimann V. Spruck A. Kaup A. Resampling and Reconstructing Corrupted Images for Image Classification IEEE International Workshop on Multimedia Signal Processing (Shanghai (virtually) 26. September 2022 - 28. September 2022 )https://arxiv.org/abs/2210.15444 Download Briegleb A. Kellermann W. Statistical Analysis of Randomness in Training of Small-Scale Neural Networks for Speech Enhancement 2022 International Workshop on Acoustic Signal Enhancement (IWAENC) (Bamberg 5. September 2022 - 8. September 2022 )10.1109/IWAENC53105.2022.9914739 https://ieeexplore.ieee.org/document/9914739 Download Haubner T. Kellermann W. Deep Learning-Based Joint Control of Acoustic Echo Cancellation, Beamforming and Postfiltering European Signal Processing Conference (EUSIPCO) (Belgrade 29. August 2022 - 2. September 2022 )Download Brand F. Fischer K. Kopte A. Windsheimer M. Kaup A. RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (New Orleans 19. June 2022 - 23. June 2022 )10.1109/CVPRW56347.2022.00186 https://ieeexplore.ieee.org/document/9857403 Download Madhu P. Meyer A. Zinnen M. Mührenberg L. Suckow D. Bendschus T. Reinhardt C. Bell P. , Verstegen U. Kosti RV. Maier A. Christlein V. One-Shot Object Detection in Heterogeneous Artwork Datasets 2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria 19. April 2022 - 22. April 2022 )10.1109/IPTA54936.2022.9784141 Download Haubner T. Brendel A. Kellermann W. End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur 7. May 2022 - 27. May 2022 )10.1109/ICASSP43922.2022.9747334 Download Fischer K. Hofbauer M. , Kuhn C. , Steinbach E. , Kaup A. Evaluation of Video Coding for Machines Without Ground Truth 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapore 22. May 2022 - 27. May 2022 )10.1109/ICASSP43922.2022.9747633 https://arxiv.org/abs/2205.06519 Download Brendel A. Zeitler J. Kellermann W. Manifold learning-supported estimation of relative transfer functions for spatial filtering IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur 7. May 2022 - 27. May 2022 )In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 Download Yang W. , Huang G. Brendel A. Chen J. , Benesty J. , Kellermann W. Cohen I. :A bilinear framework for adaptive speech dereverberation combining beamforming and linear prediction International Workshop in Acoustic Signal Enhancement (IWAENC) (Bamberg 5. September 2022 - 8. September 2022 )Download Huang G. Benesty J. , Chen J. , Paleologu C. , Ciochina S. , Kellermann W. Cohen I. :Acoustic System Identification with Partially Time-Varying Models Based on Tensor Decompositions 17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022 (Bamberg, DEU 5. September 2022 - 8. September 2022 )In: International Workshop on Acoustic Signal Enhancement, IWAENC 2022 - Proceedings 2022 10.1109/IWAENC53105.2022.9914787 Download Brand F. Herglotz C. Kaup A. A LOW-PARAMETRIC MODEL FOR BIT-RATE ESTIMATION OF VVC RESIDUAL CODING 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 (Online 23. May 2022 - 27. May 2022 )In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2022 10.1109/ICASSP43922.2022.9747694 Download Wang X. , Benesty J. , Huang G. Chen J. :A MINIMUM VARIANCE DISTORTIONLESS RESPONSE SPECTRAL ESTIMATOR WITH KRONECKER PRODUCT FILTERS 30th European Signal Processing Conference, EUSIPCO 2022 (Belgrade, SRB 29. August 2022 - 2. September 2022 )In: European Signal Processing Conference 2022 Download Halimeh MM. Kellermann W. COMPLEX-VALUED SPATIAL AUTOENCODERS FOR MULTICHANNEL SPEECH ENHANCEMENT 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapore In: 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) , NEW YORK 2022 10.1109/ICASSP43922.2022.9747528 Download Koyuncu E. Solovyev T. , Alshina E. , Kaup A. Device Interoperability for Learned Image Compression with Weights and Activations Quantization Picture Coding Symposium (PCS) (San Jose, CA In: 2022 PICTURE CODING SYMPOSIUM (PCS) , NEW YORK 2022 10.1109/PCS56426.2022.10018040 Download Moussa D. Maier A. Spruck A. Seiler J. Rieß C. Forensic License Plate Recognition with Compression-Informed Transformers IEEE International Conference on Image Processing (Bordeaux, France 16. October 2022 - 19. October 2022 )In: IEEE (ed.): 2022 IEEE International Conference on Image Processing (ICIP) 2022 10.1109/ICIP46576.2022.9897178 https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Moussa-FLPR.pdf Download Halimeh MM. Kellermann W. Frequency-Domain Mimo Acoustic Echo Cancellation Based on A Kronecker Product Approximation 17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022 (Bamberg 5. September 2022 - 8. September 2022 )In: International Workshop on Acoustic Signal Enhancement, IWAENC 2022 - Proceedings 2022 10.1109/IWAENC53105.2022.9914685 Download Heimann V. Spruck A. Kaup A. Frequency-Selective Geometry Upsampling of Point Clouds IEEE International Conference on Image Processing (ICIP) 2022 (Bordeaux 16. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897920 https://arxiv.org/abs/2205.01458 Download Spruck A. Heimann V. Kaup A. Increasing the Accuracy of a Neural Network Using Frequency Selective Mesh-to-Grid Resampling IEEE International Symposium on Circuits and Systems (ISCAS) (, 28. May 2022 - 1. June 2022 )https://arxiv.org/abs/2209.14431 Download Heimann V. Spruck A. Kaup A. Jointly Resampling and Reconstructing Corrupted Images for Image Classification using Frequency-Selective Mesh-to-Grid Resampling IEEE 24th International Workshop on Multimedia Signal Processing (MMSP) In: 2022 IEEE 24TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP) , NEW YORK 2022 10.1109/MMSP55362.2022.9949143 Download Jia P. Koyuncu AB. , Gaikov G. , Karabutov A. , Alshina E. , Kaup A. LEARNING-BASED CONDITIONAL IMAGE CODER USING COLOR SEPARATION Picture Coding Symposium (PCS) (San Jose, CA In: 2022 PICTURE CODING SYMPOSIUM (PCS) , NEW YORK 2022 10.1109/PCS56426.2022.10018070 Download Nguyen TD. Kaup A. Learning-based Lossless Point Cloud Geometry Coding using Sparse Tensors IEEE International Conference on Image Processing (ICIP) (Bordeaux, France 16. October 2022 - 19. October 2022 )In: IEEE International Conference on Image Processing 2022 https://arxiv.org/abs/2204.05043 Download Brand F. Fischer K. Kopte A. Kaup A. Learning True Rate-Distortion-Optimization for End-To-End Image Compression Data Compression Conference (DCC) (Snowbird, UT In: DCC 2022: 2022 DATA COMPRESSION CONFERENCE (DCC) , NEW YORK 2022 10.1109/DCC52660.2022.00054 Download Ramasubbu G. Kaup A. Herglotz C. Modeling the HEVC Encoding Energy Using the Encoder Processing Time IEEE International Conference on Image Processing (ICIP) 2022 (Bordeaux 16. October 2022 - 19. October 2022 )10.1109/ICIP46576.2022.9897306 http://arxiv.org/abs/2207.02676 Download Brand F. Seiler J. Kaup A. On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory Picture Coding Symposium (PCS) (San Jose, CA In: 2022 PICTURE CODING SYMPOSIUM (PCS) , NEW YORK 2022 10.1109/PCS56426.2022.10018080 Download Sippel F. Seiler J. Kaup A. Optimal Filter Selection for Multispectral Object Classification Using Fast Binary Search 24th International Workshop on Multimedia Signal Processing (Shanghai 26. September 2022 - 28. September 2022 )10.1109/MMSP55362.2022.9949059 https://arxiv.org/pdf/2209.07894.pdf Download Weber M. Halimeh MM. Kellermann W. Popp B. :Predicting Request Success with Objective Features in German Multimodal Speech Assistants 3rd International Conference on Artificial Intelligence in HCI, AI-HCI 2022 Held as Part of the 24th HCI International Conference, HCII 2022 (Virtual, Online 26. June 2022 - 1. July 2022 )In: Helmut Degen, Stavroula Ntoa (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 10.1007/978-3-031-05643-7_39 Download Brand F. Fischer K. Kopte A. Windsheimer M. Kaup A. RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (New Orleans, LA, USA 19. June 2022 - 20. June 2022 )In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022 10.1109/CVPRW56347.2022.00186 Download
Thesis
Publications 2021 Publications 2021
Journal Articles
Körner G. Hoffmann M. Stief P. Zhang M. Rückert R. Herglotz C. Kaup A. Vossiek M. :Applicability and Performance of Standard Compression Methods for Efficient Data Transmission and Storage in Radar Networks IEEE Journal of Microwaves 2 2021 ), p. 78-96 ISSN: 2692-8388 10.1109/JMW.2021.3119781 Download Herglotz C. Grosche S. Bharadwaj A. Kaup A. Component-Wise Power Estimation of Electrical Devices Using Thermal Imaging IEEE Transactions on Consumer Electronics 67 2021 ), p. 383-392 ISSN: 0098-3063 10.1109/TCE.2021.3122076 Download Chen Z. , Herglotz C. Cagnazzo M. :Editorial to the Special Section on Optimized Image/Video Coding Based on Deep Learning IEEE Open Journal of Circuits and Systems 2 2021 ), p. 611 - 612 ISSN: 2644-1225 10.1109/OJCAS.2021.3124408 Download Nguyen TD. Quach M. , Valenzise G. , Duhamel P. :Lossless Coding of Point Cloud Geometry using a Deep Generative Model IEEE Transactions on Circuits and Systems For Video Technology 31 2021 ), p. 4617-4629 ISSN: 1051-8215 10.1109/TCSVT.2021.3100279 https://ieeexplore.ieee.org/abstract/document/9496667 Download Schäfer M. Wicke W. Brand L. Rabenstein R. Schober R. Transfer Function Models for Cylindrical MC Channels with Diffusion and Laminar Flow IEEE Transactions on Molecular, Biological and Multi-Scale Communications 2021 ), p. 1-1 ISSN: 2372-2061 10.1109/TMBMC.2021.3061030 Download Morgenshtern V. Super-Resolution of Positive Sources on an Arbitrarily Fine Grid Journal of Fourier Analysis and Applications 28 2021 )ISSN: 1069-5869 10.1007/s00041-021-09888-1 Download Heindel A. Prestele B. , Gehlert A. , Kaup A. Enhancement Layer Coding for Chroma Sub-Sampled Screen Content Video IEEE Transactions on Circuits and Systems For Video Technology 2021 )ISSN: 1051-8215 10.1109/TCSVT.2021.3061944 Download Lotter S. Schäfer M. Zeitler J. Schober R. Saturating Receiver and Receptor Competition in Synaptic DMC: Deterministic and Statistical Signal Models IEEE Transactions on Nanobioscience 2021 ), p. 1-1 ISSN: 1536-1241 10.1109/TNB.2021.3092279 Download
Conference Contributions
Och H. Strutz T. , Kaup A. Optimization of Probability Distributions for Residual Coding of Screen Content 2021 IEEE International Conference on Visual Communications and Image Processing (VCIP) (München 5. December 2021 - 8. December 2021 )10.1109/VCIP53242.2021.9675326 https://arxiv.org/abs/2212.01122 Download Fischer K. Forsch C. Herglotz C. Kaup A. Analysis of Neural Image Compression Networks for Machine-to-Machine Communication IEEE International Conference on Image Processing (ICIP) (Anchorage (virtual) 19. September 2021 - 22. September 2021 )10.1109/ICIP42928.2021.9506763 https://arxiv.org/abs/2205.06511 Download Halimeh MM. Hofmann C. , Kellermann W. Beam-Specific System Identification ITG Conference on Speech Communication (Kiel 29. September 2021 - 1. October 2021 )Download Brand F. Seiler J. Kaup A. Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow 2021 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA 19. September 2021 - 22. September 2021 )In: Proc. 2021 IEEE International Conference on Image Processing (ICIP) 2021 10.1109/ICIP42928.2021.9506274 Download Grosche S. Seiler J. Kaup A. Novel Consistency Check for Fast Recursive Reconstruction of Non-Regularly Sampled Video Data IEEE International Conference on Image Processing (ICIP) (Anchorage 19. September 2021 - 22. September 2021 )10.1109/icip42928.2021.9506567 Download Schmidt A. Kellermann W. Multichannel nonnegative matrix factorization with motor data-regularized activations for robust ego-noise suppression 2021 IEEE International Conference on Autonomous Systems, ICAS 2021 (Virtual, Montreal, QC, CAN 11. August 2021 - 13. August 2021 )In: ICAS 2021 - 2021 IEEE International Conference on Autonomous Systems, Proceedings 2021 10.1109/ICAS49788.2021.9551193 Download Haubner T. Halimeh MM. Brendel A. Kellermann W. A Synergistic Kalman- and Deep Postfiltering Approach to Acoustic Echo Cancellation European Signal Processing Conference (EUSIPCO) (Dublin 23. August 2021 - 27. August 2021 )10.23919/EUSIPCO54536.2021.9616295 Download Kreuzer M. Schmidt A. Kellermann W. Novel features for the detection of bearing faults in railway vehicles Inter-Noise 2021 - The 50th International Congress and Exposition on Noise Control Engineering (Washington, DC 1. August 2021 - 5. August 2021 )10.3397/IN-2021-2537 Download Spruck A. Hawesch M. Maier A. Rieß C. Seiler J. Kaup A. 3D Rendering Framework for Data Augmentation in Optical Character Recognition 2021 International Symposium on Signals, Circuits and Systems (ISSCS) (Iasi, Romania (virtual) 15. July 2021 - 16. July 2021 )In: ISSCS 2021 - International Symposium on Signals, Circuits and Systems 2021 10.1109/ISSCS52333.2021.9497438 https://arxiv.org/abs/2209.14970 Download Strobl C. , Rabenstein R. Linearized System and Fault Modeling Methods for {DC}-Grids Including Factorial Analysis 4th International Conference on DC Microgrids (ICDCM) (Online-Veranstaltung In: 2021 IEEE 4th International Conference on DC Microgrids (ICDCM) , USA (Online-Veranstaltung) 2021 Download Regensky A. Herglotz C. Kaup A. A Novel Viewport-Adaptive Motion Compensation Technique for Fisheye Video IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto 6. June 2021 - 11. June 2021 )10.1109/ICASSP39728.2021.9413576 https://arxiv.org/abs/2202.13892 Download Halimeh MM. Haubner T. Briegleb A. Schmidt A. Kellermann W. Combining Adaptive Filtering and Complex-valued Deep Postfiltering for Acoustic Echo Cancellation IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto 6. June 2021 - 11. June 2021 )In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021 10.1109/ICASSP39728.2021.9414868 Download Löllmann H. Brendel A. Kellermann W. Effective Rank-Based Estimation of the Coherent-To-Diffuse Power Ratio IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto 6. June 2021 - 11. June 2021 )Download Günther M. Afifi H. , Brendel A. Karl H. , Kellermann W. Network-Aware Optimal Microphone Channel Selection in Wireless Acoustic Sensor Networks 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, Ontario 6. June 2021 - 11. June 2021 )Download Haubner T. Brendel A. Elminshawi M. Kellermann W. Noise-Robust Adaptation Control for Supervised Acoustic System Identification Exploiting a Noise Dictionary IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto 6. June 2021 - 11. June 2021 )10.1109/ICASSP39728.2021.9414180 Download Brand F. Fischer K. Kaup A. Rate-Distortion Optimized Learning-Based Image Compression using an Adaptive Hierachical Autoencoder with Conditional Hyperprior IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Virtual 19. June 2021 - 25. June 2021 )Download Brand F. Seiler J. Kaup A. Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding Picture Coding Symposium (PCS) (Bristol (Virtual) 29. June 2021 - 2. July 2021 )Download Frankenbach C. Martínez-Nuevo P. , Møller M. , Kellermann W. Extrapolation of Bandlimited Multidimensional Signals from Continuous Measurements 2020 28th European Signal Processing Conference (EUSIPCO) (Amsterdam, NLD 24. August 2020 - 28. August 2020 )In: European Signal Processing Conference (EUSIPCO) 2021 10.23919/Eusipco47968.2020.9287729 Download Brendel A. Kellermann W. Accelerating Auxiliary Function-based Independent Vector Analysis IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto Download Grosche S. Brand F. Kaup A. A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers 23rd International Workshop on Multimedia Signal Processing (MMSP) (Tampere, Finland 6. October 2021 - 8. October 2021 )10.1109/MMSP53017.2021.9733541 Download Schäfer M. Salinas Y. , Ruderer A. Enzenhofer F. , Brueggemann O. , Schober R. Haselmayr W. :Channel Modeling for Drug Carrier Matrices IEEE Global Communications Conference (GLOBECOM) (Madrid 7. December 2021 - 11. December 2021 )In: 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) , NEW YORK 2021 10.1109/GLOBECOM46510.2021.9685477 Download Seehaus T. , Nambiar KG. Morgenshtern V. Hochreuther P. , Braun M. Deep learning based F-Mask alternative for Sentinel-2 images in polar regions EGU General Assembly (, 19. April 2021 - 30. April 2021 )10.5194/egusphere-egu21-15914 Download Brendel A. Kellermann W. Faster IVA: Update Rules for Independent Vector Analysis based on Negentropy and the Majorize-Minimize Principle IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY Download Heimann V. Spruck A. Kaup A. Frame Rate Up-Conversion Using Key Point Agnostic Frequency-Selective Mesh-to-Grid Resampling IEEE International Conference on Acoustics, Speech and Signal Processing (Toronto (Virtual Conference) 6. June 2021 - 11. June 2021 )10.1109/ICASSP39728.2021.9413684 https://arxiv.org/abs/2210.10444 Download Heimann V. Spruck A. Kaup A. Frequency-Selective Mesh-to-Mesh Resampling for Color Upsampling of Point Clouds IEEE 23rd International Workshop on Multimedia Signal Processing (Tampere 6. October 2021 - 8. October 2021 )In: Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP) 2021 10.1109/MMSP53017.2021.9733445 https://arxiv.org/abs/2203.09224 Download Yurt M. , Kantharaju P. , Disch S. , Niedermeier A. , Escalante-B AN. , Morgenshtern V. Fricative phoneme detection using deep neural networks and its comparison to traditional methods 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, CZE 30. August 2021 - 3. September 2021 )In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 10.21437/Interspeech.2021-645 Download Sippel F. Seiler J. Kaup A. Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering 23rd International Workshop on Multimedia Signal Processing (Tampere 6. October 2021 - 8. October 2021 )10.1109/MMSP53017.2021.9733655 https://arxiv.org/pdf/2209.07891.pdf Download Nguyen TD. Quach M. , Valenzise G. , Duhamel P. :Learning-based lossless compression of 3d point cloud geometry In: ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021 10.1109/ICASSP39728.2021.9414763 https://ieeexplore.ieee.org/abstract/document/9414763 Download Weiß C. Zeitler J. Zunner T. Schuberth F. , Müller M. Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music International Society for Music Information Retrieval Conference (ISMIR) (online 7. November 2021 - 12. November 2021 )In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) 2021 10.5281/zenodo.5624549 Download Günther M. Brendel A. Kellermann W. Microphone Utility-based Weighting for Robust Acoustic Source Localization in Wireless Acoustic Sensor Networks 14th ITG Conference on Speech Communication (Kiel, Germany 29. September 2021 - 1. October 2021 )Download Figueiredo Miller G. Brendel A. Kellermann W. Gannot S. :Misalignment recognition in acoustic sensor networks using a semi-supervised source estimation method and Markov random fields IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto Download Nguyen TD. Quach M. , Valenzise G. , Duhamel P. :Multiscale deep context modeling for lossless point cloud geometry compression In: 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) 2021 10.1109/ICMEW53276.2021.9455990 https://ieeexplore.ieee.org/abstract/document/9455990 Download Günther M. Brendel A. Kellermann W. Online estimation of time-variant microphone utility in wireless acoustic sensor networks using single-channel signal features 29th European Signal Processing Conference (EUSIPCO 2021) (Dublin, Ireland 23. August 2021 - 27. August 2021 )Download Lotter S. Schäfer M. Zeitler J. Schober R. Receptor Saturation Modeling for Synaptic DMC ICC 2021 - IEEE International Conference on Communications (Montreal, QC 14. July 2021 - 23. July 2021 )10.1109/ICC42927.2021.9500809 Download Afifi H. , Günther M. Brendel A. Karl H. , Kellermann W. Reinforcement Learning-based Microphone Selection in Wireless Acoustic Sensor Networks considering Network and Acoustic Utilities 14th ITG Conference on Speech Communication (Kiel, Germany 29. September 2021 - 1. October 2021 )Download Fischer K. Blum C. , Herglotz C. Kaup A. Robust Deep Neural Object Detection and Segmentation for Automotive Driving Scenario with Compressed Image Data IEEE International Symposium on Circuits and Systems (ISCAS) (Daegu (Virtual Conference) 23. May 2021 - 25. May 2021 )10.1109/ISCAS51556.2021.9401621 https://arxiv.org/abs/2205.06501 Download Fischer K. Fleckenstein F. , Herglotz C. Kaup A. Saliency-Driven Versatile Video Coding for Neural Object Detection IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto (Virtual Conference) 6. June 2021 - 11. June 2021 )10.1109/ICASSP39728.2021.9415048 https://arxiv.org/abs/2203.05944 Download Villar-Corrales A. , Morgenshtern V. Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement 2nd Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR) (Taipai, TAIWAN In: ICDAR '21: PROCEEDINGS OF THE 2021 WORKSHOP ON INTELLIGENT CROSS-DATA ANALYSIS AND RETRIEVAL , NEW YORK 2021 10.1145/3463944.3469098 Download Sippel F. Seiler J. Kaup A. Spatio-spectral Image Reconstruction Using Non-local Filtering 2021 IEEE International Conference on Visual Communications and Image Processing (VCIP) (München 5. December 2021 - 8. December 2021 )10.1109/VCIP53242.2021.9675421 https://arxiv.org/pdf/2209.07890.pdf Download
Thesis
Publications 2020 Publications 2020
Journal Articles
Schmidt A. Brendel A. Haubner T. Kellermann W. Motor data-regularized nonnegative matrix factorization for ego-noise suppression EURASIP Journal on Audio, Speech, and Music Processing 2020 2020 ), Article No.: 11 ISSN: 1687-4714 10.1186/s13636-020-00178-0 Download Yang W. , Chen J. , Benesty J. , Cohen I. , Kellermann W. Huang G. :Robust Dereverberation with Kronecker Product Based Multichannel Linear Prediction IEEE Signal Processing Letters 2020 )ISSN: 1070-9908 10.1109/LSP.2020.3044796 https://ieeexplore.ieee.org Download Seehaus T. Morgenshtern V. Hübner F. Bänsch E. Braun M. Novel Techniques for Void Filling in Glacier Elevation Change Data Sets Remote Sensing 12 2020 ), p. 3917 ISSN: 2072-4292 10.3390/rs12233917 Download Brand F. Seiler J. Kaup A. Intra-Frame Coding Using a Conditional Autoencoder IEEE Journal of Selected Topics in Signal Processing 2020 ), p. 1-1 ISSN: 1932-4553 10.1109/JSTSP.2020.3034768 Download Lanz D. , Kaup A. Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data IEEE Transactions on Image Processing 29 2020 ), p. 2439 - 2451 ISSN: 1057-7149 10.1109/TIP.2019.2947138 Download Sippel F. Seiler J. Genser N. Kaup A. Structure-preserving spectral reflectance estimation using guided filtering Journal of the Optical Society of America A-Optics Image Science and Vision 37 2020 ), p. 1695-1710 ISSN: 1084-7529 10.1364/JOSAA.400485 https://arxiv.org/pdf/2209.07889.pdf Download Grosche S. Koller M. , Seiler J. Kaup A. Dynamic Image Sampling Using a Novel Variance Based Probability Mass Function IEEE Transactions on Computational Imaging 6 2020 ), p. 1440-1450 ISSN: 2333-9403 10.1109/TCI.2020.3031077 Download Schmidt A. Löllmann H. Kellermann W. Acoustic Self-awareness of Autonomous Systems in a World of Sounds Proceedings of the IEEE 7 2020 ), p. 1127-1149 ISSN: 0018-9219 10.1109/JPROC.2020.2977372 Download Grosche S. Regensky A. Seiler J. Kaup A. Boosting Compressed Sensing Using Local Measurements and Sliding Window Reconstruction IEEE Transactions on Image Processing 29 2020 ), p. 7931 - 7944 ISSN: 1057-7149 10.1109/TIP.2020.3007822 Download Brendel A. Haubner T. Kellermann W. A Unified Probabilistic View on Spatially Informed Source Separation and Extraction Based on Independent Component Analysis IEEE Transactions on Signal Processing 68 2020 ), p. 3545-3558 ISSN: 1053-587X 10.1109/TSP.2020.3000199 Download Evers C. , Löllmann H. Mellmann H. , Schmidt A. Barfuß H. Naylor P. , Kellermann W. The LOCATA Challenge: Acoustic Source Localization and Tracking IEEE/ACM Transactions on Audio, Speech and Language Processing 28 2020 ), p. 1620-1643 ISSN: 2329-9290 10.1109/TASLP.2020.2990485 https://ieeexplore.ieee.org/document/9079214 Download Grosche S. Hünermann R. Sarau G. , Christiansen S. , Boyd RW. , Leuchs G. Banzer P. :Towards polarization-based excitation tailoring for extended Raman spectroscopy Optics Express 2020 )ISSN: 1094-4087 10.1364/OE.388943 https://www.osapublishing.org/oe/abstract.cfm?uri=oe-28-7-10239 Download Genser N. Seiler J. Kaup A. Camera Array for Multi-Spectral Imaging IEEE Transactions on Image Processing 29 2020 ), p. 9234-9249 ISSN: 1057-7149 10.1109/TIP.2020.3024738 Download Herglotz C. Coulombe S. , Vazquez C. , Vakili A. , Kaup A. Grenier JC. :Power Modeling for Video Streaming Applications on Mobile Devices IEEE Access 2020 )ISSN: 2169-3536 10.1109/ACCESS.2020.2986580 Download
Conference Contributions
Kränzler M. Herglotz C. Kaup A. DENESTO: A Tool for Video Decoding Energy Estimation and Visualization 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) (Virtual Conference 1. December 2020 - 4. December 2020 )10.1109/VCIP49819.2020.9301877 Download Regensky A. Herglotz C. Kaup A. FishUI: Interactive Fisheye Distortion Visualization IEEE International Conference on Visual Communications and Image Processing (VCIP) (Macau 1. December 2020 - 4. December 2020 )10.1109/VCIP49819.2020.9301754 Download Brand F. Seiler J. Kaup A. Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) (Macau (Virtual Conference) 1. December 2020 - 4. August 2020 )Download Kränzler M. Herglotz C. Kaup A. Decoding Energy Modeling for Versatile Video Coding IEEE International Conference on Image Processing (ICIP) (Abu Dhabi 25. October 2020 - 28. October 2020 )10.1109/ICIP40778.2020.9190840 https://doi.org/10.48550/arXiv.2209.10266 Download Grosche S. Fischer K. Brand F. Seiler J. Kaup A. Enhanced Image Reconstruction From Quarter Sampling Measurements Using an Adapted Very Deep Super Resolution Network IEEE International Conference on Image Processing (ICIP) (Abu Dhabi (Virtual Conference) 25. October 2020 - 28. October 2020 )10.1109/icip40778.2020.9191047 Download Fischer K. Herglotz C. Kaup A. On Intra Video Coding and In-loop Filtering for Neural Object Detection Networks IEEE International Conference on Image Processing (ICIP) (Abu Dhabi (virtual Conference) 25. October 2020 - 28. October 2020 )10.1109/ICIP40778.2020.9191023 https://arxiv.org/abs/2203.05927 Download Kränzler M. Herglotz C. Kaup A. A Comparative Analysis of the Time and Energy Demand of Versatile Video Coding and High Efficiency Video Coding Reference Decoders IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere, Finland 21. September 2020 - 23. September 2020 )10.1109/MMSP48831.2020.9287098 https://arxiv.org/abs/2209.10283 Download Brand F. Seiler J. Alshina E. , Kaup A. A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference) 21. September 2020 - 24. September 2020 )Download Herglotz C. Bader M. Fischer K. Kaup A. Decoding Energy Optimal Video Encoding for x265 IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere 21. September 2020 - 23. September 2020 )10.1109/MMSP48831.2020.9287054 Download Haubner T. Brendel A. Kellermann W. Online Supervised Acoustic System Identification exploiting Prelearned Local Affine Subspace Models IEEE International Workshop on Machine Learning in Signal Processing (MLSP) (Espoo 21. September 2020 - 24. September 2020 )10.1109/MLSP49062.2020.9231543 Download Wokusch D. Kaup A. Optimizing Rate-Distortion Performance of Motion Compensated Wavelet Lifting with Denoised Prediction and Update IEEE Int. Workshop on Multimedia Signal Processing (MMSP) (Tampere 21. September 2020 - 24. September 2020 )Download Regensky A. Grosche S. Seiler J. Kaup A. Real-Time Frequency Selective Reconstruction through Register-Based Argmax Calculation IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere 21. September 2020 - 24. September 2020 )10.1109/MMSP48831.2020.9287071 https://arxiv.org/abs/2202.13926 Download Spruck A. Seiler J. Roll M. , Dudziak T. , Eckstein J. , Kaup A. Quality Assurance of Weld Seams Using Laser Triangulation Imaging and Deep Neural Networks IEEE International Workshop on Metrology for Industry 4.0 and IoT (Rome (Virtual Conference), Italy 3. June 2020 - 5. June 2020 )In: 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT 2020 10.1109/MetroInd4.0IoT48571.2020.9138205 Download Pöllot M. Zhang R. , Kaup A. An Efficient Alternative to Network Pruning Through Ensemble Learning International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona 4. May 2020 - 8. May 2020 )In: IEEE (ed.): Proceedings of the International Conference on Acoustics, Speech and Signal Processing 2020 10.1109/ICASSP40776.2020.9054583 https://ieeexplore.ieee.org/document/9054583 Download Halimeh MM. Kellermann W. Efficient Multichannel Nonlinear Acoustic Echo Cancellation Based on a Cooperative Strategy IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, Spain 4. May 2020 - 8. May 2020 )10.1109/ICASSP40776.2020.9054541 Download Löllmann H. Brendel A. Kellermann W. Generalized Coherence-based Signal Enhancement Internationl Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona 4. May 2020 - 8. May 2020 )10.1109/ICASSP40776.2020.9054470 Download Herglotz C. Ramasubbu G. Kaup A. Matched Quality Evaluation of Temporally Downsampled Videos with Non-Integer Factors International Conference on Quality of Multimedia Experience (QoMEX) (Athlone 26. May 2020 - 28. May 2020 )10.1109/QoMEX48832.2020.9123084 Download Magarini M. , Morris RJ. , Ratti F. , Schäfer M. Bassel GW. , Awan H. , Haselmayr W. :A Molecular Communications Framework for Understanding the Floral Transition 7th ACM International Conference on Nanoscale Computing and Communication (Virtual Conference 23. September 2020 - 25. September 2020 )Download Schäfer M. Schlecht SJ. , Rabenstein R. A String in a Room: Mixed-Dimensional Transfer Function Models for Sound Synthesis 23rd International Conference on Digital Audio Effects (DAFx-20) (Vienna 8. September 2020 - 12. September 2020 )Download Genser N. Spruck A. Seiler J. Kaup A. Deep Learning Based Cross-Spectral Disparity Estimation For Stereo Imaging 2020 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi 25. October 2020 - 28. October 2020 )Download Gburrek T. , Schmalenströer J. , Brendel A. Kellermann W. Haeb-Umbach R. :Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network European Signal Processing Conference (EUSIPCO) (Amsterdam Download Felsheim R. Brendel A. Naylor PA. , Kellermann W. Head Orientation Estimation from Multiple Microphone Arrays European Signal Processing Conference (EUSIPCO) (Amsterdam Download Brendel A. Kellermann W. Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition European Signal Processing Conference (EUSIPCO) (Amsterdam Download Genser N. Seiler J. Kaup A. Joint Content-Adaptive Dictionary Learning And Sparse Selective Extrapolation For Cross-Spectral Image Reconstruction 2020 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi 25. October 2020 - 28. October 2020 )Download Heimann V. Genser N. Kaup A. Key Point Agnostic Frequency-Selective Mesh-to-Grid Image Resampling using Spectral Weighting IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference) 21. September 2020 - 24. September 2020 )10.1109/MMSP48831.2020.9287096 https://arxiv.org/abs/2203.08086 Download Meyer A. Genser N. Kaup A. Multispectral Image Compression Based on HEVC Using Pel-Recursive Inter-Band Prediction IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) (Tampere 21. September 2020 - 24. September 2020 )10.1109/MMSP48831.2020.9287132 https://arxiv.org/abs/2303.05132 Download Fischer K. Herglotz C. Kaup A. On Versatile Video Coding at UHD with Machine-Learning-Based Super-Resolution QoMEX (Athlone 26. May 2020 - 28. May 2020 )In: 12th International Conference on Quality of Multimedia Experience (QoMEX) 2020 10.1109/QoMEX48832.2020.9123140 Download Brendel A. Haubner T. Kellermann W. Spatially Guided Independent Vector Analysis IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona 4. May 2020 - 8. May 2020 )10.1109/ICASSP40776.2020.9052905 Download Schäfer M. Wicke W. Haselmayr W. , Rabenstein R. Schober R. Spherical Diffusion Model with Semi-Permeable Boundary: A Transfer Function Approach IEEE International Conference on Communications (ICC) (Dublin 7. June 2020 - 11. June 2020 )Download Fischer K. Brand F. Herglotz C. Kaup A. Video Coding for Machines with Feature-Based Rate-Distortion Optimization IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference) 21. September 2020 - 24. September 2020 )10.1109/MMSP48831.2020.9287136 https://arxiv.org/abs/2203.05890 Download
Thesis
Publications 2019 Publications 2019
Journal Articles
Halimeh MM. Hümmer C. Kellermann W. A Neural Network-based Nonlinear Acoustic Echo Canceller IEEE Signal Processing Letters 2019 )ISSN: 1070-9908 10.1109/LSP.2019.2951311 https://ieeexplore.ieee.org/document/8890836 Download Jaskolka K. Seiler J. Beyer F. Kaup A. A Python-based Laboratory Course for Image and Video Signal Processing on Embedded Systems Heliyon 5 2019 )ISSN: 2405-8440 Download Gerum R. Rahlfs H. , Streb M. , Krauß P. Grimm J. , Metzner C. Tziridis K. Günther M. Schulze H. Kellermann W. Schilling A. Open(G)PIAS: An open-source solution for the construction of a high-precision acoustic startle response setup for tinnitus screening and threshold estimation in rodents Frontiers in Behavioral Neuroscience 13 2019 ), Article No.: 140 ISSN: 1662-5153 10.3389/fnbeh.2019.00140 Download Köhler T. Bätz M. Naderi Boldaji F. Kaup A. Maier A. Rieß C. Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data IEEE Transactions on Pattern Analysis and Machine Intelligence 41 2019 )ISSN: 0162-8828 10.1109/TPAMI.2019.2917037 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Koehler19-TBT.pdf Download Brendel A. , Kellermann W. Distributed Source Localization in Acoustic Sensor Networks using the Coherent-to-Diffuse Power Ratio IEEE Journal of Selected Topics in Signal Processing 2019 )ISSN: 1932-4553 10.1109/JSTSP.2019.2900911 Download Gannot S. , Haardt M. , Kellermann W. Willett P. :Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes IEEE Journal of Selected Topics in Signal Processing 13 2019 ), p. 3-7 ISSN: 1932-4553 10.1109/JSTSP.2019.2906923 Download Herglotz C. Heindel A. Kaup A. Decoding-Energy-Rate-Distortion Optimization for Video Coding IEEE Transactions on Circuits and Systems For Video Technology 29 2019 ), p. 171-182 ISSN: 1051-8215 10.1109/TCSVT.2017.2771819 Download
Conference Contributions
Brendel A. , Laufer-Goldshtein B. , Gannot S. , Kellermann W. Learning-based Acoustic Source Localization using Directional Spectra IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Le Gosier 15. December 2019 - 18. December 2019 )Download Ebbers J. , Drude L. , Haeb-Umbach R. , Brendel A. Kellermann W. Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Le Gosier 15. December 2019 - 18. December 2019 )Download Halimeh MM. Brendel A. Kellermann W. Bayesian Model Selection for Nonlinear Acoustic Echo Cancellation European Signal Processing Conference (EUSIPCO) (A Coruna 2. September 2019 - 6. September 2019 )In: 27th European Signal Processing Conference (EUSIPCO) 2019 10.23919/EUSIPCO.2019.8902673 Download Kränzler M. Herglotz C. Kaup A. Extending Video Decoding Energy Models for 360° and HDR Video Formats in HEVC Picture Coding Symposium (PCS) (Ningbo 12. November 2019 - 15. November 2019 )10.1109/PCS48520.2019.8954563 https://doi.org/10.48550/arXiv.2209.10268 Download Brand F. Seiler J. Kaup A. Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach Picture Coding Symposium (PCS) (Ningbo 12. November 2019 - 15. November 2019 )10.1109/PCS48520.2019.8954546 Download Lanz D. , Schilling F. , Kaup A. Scalable Lossless Coding of Dynamic Medical CT Data Using Motion Compensated Wavelet Lifting with Denoised Prediction and Update Picture Coding Symposium (PCS) (Ningbo 12. November 2019 - 15. November 2019 )Download Haubner T. Schmidt A. Kellermann W. Active Acoustic Source Tracking Exploiting Particle Filtering and Monte Carlo Tree Search European Signal Processing Conference (EUSIPCO) (A Coruña 2. September 2019 - 6. September 2019 )10.23919/EUSIPCO.2019.8902566 Download Löllmann H. Brendel A. , Kellermann W. Comparative Study of Single-Channel Algorithms for Blind Reverberation Time Estimation International Congress on Acoustics (ICA) (Aachen 9. September 2019 - 13. September 2019 )Download Briegleb A. Schmidt A. Kellermann W. Deep Clustering for single-channel ego-noise suppression International Congress on Acoustics (ICA) (Aachen 9. September 2019 - 13. September 2019 )https://pub.dega-akustik.de/ICA2019/data/articles/000705.pdf Download Ghosh S. Srinivasa SK. , Amon P. , Hutter A. , Kaup A. Deep Network Pruning for Object Detection 26th IEEE International Conference on Image Processing, ICIP 2019 (Taipei 22. September 2019 - 25. September 2019 )In: Proceedings - International Conference on Image Processing, ICIP 2019 10.1109/ICIP.2019.8803505 Download Herglotz C. Jamali M. , Coulombe S. , Vazquez C. , Vakili A. :Efficient Coding Of 360° Videos Exploiting Inactive Regions in Projection Formats IEEE International Conference on Image Processing (ICIP) (Taipei 22. September 2019 - 25. September 2019 )10.1109/ICIP.2019.8803759 Download Genser N. Seiler J. Kaup A. Joint Regression Modeling and Sparse Spatial Refinement for High-Quality Reconstruction of Distorted Color Images IEEE International Conference on Image Processing (ICIP) (Taipei 22. September 2019 - 25. September 2019 )Download Herglotz C. Kaup A. Coulombe S. , Vakili A. :Power-Efficient Video Streaming on Mobile Devices Using Optimal Spatial Scaling IEEE International Conference on Consumer Electronics (ICCE) (Berlin 8. September 2019 - 11. September 2019 )10.1109/ICCE-Berlin47944.2019.8966177 Download Schäfer M. Rabenstein R. Ruderer A. An Eigenfunction Approach to Parameter Estimation for 1D Diffusion Problems European Control Conference (ECC) (Neapel 25. June 2019 - 28. June 2019 )Download Herglotz C. Coulombe S. , Vakili A. , Kaup A. Power Modeling for Virtual Reality Video Playback Applications IEEE 23rd International Symposium on Consumer Technologies (ISCT) (Ancona 19. June 2019 - 21. June 2019 )10.1109/ISCE.2019.8901018 Download Schäfer M. Wicke W. Rabenstein R. , Schober R. Analytical Models for Particle Diffusion and Flow in a Horizontal Cylinder with a Vertical Force IEEE International Conference on Communications (ICC) (Shanghai 20. May 2019 - 24. May 2019 )10.1109/ICC.2019.8761148 Download Lanz D. , Herbert C. , Kaup A. Content Adaptive Wavelet Lifting for Scalable Lossless Video Coding IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP) (Brighton, UK 12. May 2019 - 17. May 2019 )Download Ghosh S. Amon P. , Hutter A. , Kaup A. Deep Counting Model Extensions with Segmentation for Person Detection 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton 12. May 2019 - 17. May 2019 )In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2019 10.1109/ICASSP.2019.8682662 Download Strobl C. , Schäfer M. Rabenstein R. System Identification Methods for Refined Fault Detection in LVDC-Microgrids International Conference on DC Microgrids (ICDCM) (Matsue 20. May 2019 - 23. May 2019 )Download Schmidt A. Kellermann W. Informed ego-noise suppression using motor data-driven dictionaries IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton 12. May 2019 - 17. May 2019 )Download Spruck A. Jonscher M. Seiler J. Kaup A. Motion-Adapted Three-Dimensional Frequency Selective Extrapolation IEEE International Conference on Acoustics, Speech, and Signal Processing (Brighton, UK 12. May 2019 - 17. May 2019 )In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 10.1109/ICASSP.2019.8683218 Download Halimeh MM. Brendel A. Kellermann W. Neural Networks Sequential Training Using Variational Gaussian Particle Filter IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton 12. May 2019 - 17. July 2019 )In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 https://ieeexplore.ieee.org/document/8683886 Download Pöllot M. Springer D. , Schleifer R. , Nitsch M. , Kaup A. Irregular Motion Detection in Automotive Navigation Systems with Soft Map Rotation Proceedings of the 37th IEEE International Conference On Consumer Electronics ICCE (Las Vegas, NV 11. January 2019 - 13. January 2019 )In: Proceedings of the 37th IEEE International Conference On Consumer Electronics ICCE 2019 Download Brendel A. , Altmann I. Kellermann W. Acoustic Source Position Estimation based on Multi-Feature Gaussian Processes European Signal Processing Conference (EUSIPCO) (A Coruna Download Schäfer M. Rabenstein R. :An Analytical Model of Diffusion in a Sphere with Semi-Permeable Boundary 4th Workshop on Molecular Communications (Linz 16. April 2019 - 18. April 2019 )Download Forster L. , Schmidt A. Talmon R. , Kellermann W. Shnitzer T. :Diffusion maps particle filter 27th European Signal Processing Conference (EUSIPCO) (A Coruña 2. September 2019 - 5. July 2019 )Download Schäfer M. Rabenstein R. , Schlecht S. Feedback Structures for a Transfer Function Model of a Circular Vibrating Membrane IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 20. October 2019 - 23. October 2019 )Download Jaskolka K. Kaup A. Improving the Rate-Distortion Model of HEVC Intra by Integrating the Maximum Absolute Error IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP) (Brighton, UK 12. May 2019 - 17. May 2019 )Download Brendel A. , Laufer-Goldshtein B. , Gannot S. , Talmon R. , Kellermann W. Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Brighton Download Müller M. Weiß C. Brand F. Mid-Level Chord Transition Features for Musical Style Analysis In: Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Brighton, UK 2019 Download Schäfer M. Wicke W. Grebenstein L. Strobl C. , Stavracakis Peixoto R. Kirchner J. Burkovski A. Fischer G. Weigel R. Rabenstein R. , Schober R. Modeling an Experimental Biological Modulator for Molecular Communications by Electrical Circuits 4th Workshop on Molecular Communications (Linz 16. April 2019 - 18. April 2019 )https://molecularcommunications.eu/2019/images/Technical33.pdf Download Schäfer M. Werner M. , Rabenstein R. :Physical Modeling in Sound Synthesis: Vibrating Plates 26th International Congress on Sound and Vibration (ICSV26) (Montreal 7. July 2019 - 11. July 2019 )Download Schäfer M. Werner M. , Rabenstein R. Physikalische Modellierung schwingender Platten Jahrestagung für Akustik (DAGA) (Rostock 18. March 2019 - 21. March 2019 )Download Brendel A. , Regensky A. Kellermann W. Probabilistic modeling for learning-based distance estimation 23rd International Congress on Acoustics (ICA) (Aachen Download Günther M. Brendel A. Kellermann W. Single-channel Signal Features for Estimating Microphone Utility for Coherent Signal Processing International Congress on Acoustics (ICA) (Aachen 9. September 2019 - 13. September 2019 )Download Günther M. Afifi H. , Brendel A. Karl H. , Kellermann W. Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz 20. October 2019 - 23. October 2019 )Download
Thesis
Publications 2018 Publications 2018
Journal Articles
Zhang W. , Hofmann C. Bürger M. Abhayapala TD. , Kellermann W. Spatial noise-field control with online secondary path modeling: A wave-domain approach IEEE/ACM Transactions on Audio, Speech and Language Processing 26 2018 ), p. 2355-2370 ISSN: 2329-9290 Download van Luong H. Deligiannis N. , Seiler J. Forchhammer S. , Kaup A. Sparse Signal Recovery with Multiple Prior Information: Algorithm and Measurement Bounds Signal Processing 152 2018 ), p. 417-428 ISSN: 0165-1684 10.1016/j.sigpro.2018.06.019 https://www.sciencedirect.com/science/article/pii/S0165168418302160 Download Jonscher M. Seiler J. Lanz D. , Schöberl M. Bätz M. Kaup A. Dynamic Non-Regular Sampling Sensor Using Frequency Selective Reconstruction IEEE Transactions on Circuits and Systems For Video Technology 2018 )ISSN: 1051-8215 Download Eichenseer A. Bätz M. Kaup A. Motion Estimation for Fisheye Video with an Application to Temporal Resolution Enhancement IEEE Transactions on Circuits and Systems For Video Technology 2018 ), p. 1-15 ISSN: 1051-8215 10.1109/TCSVT.2018.2869546 Download van Luong H. Deligiannis N. , Seiler J. Forchhammer S. , Kaup A. Compressive Online Robust Principal Component Analysis via n - ℓ1 Minimization IEEE Transactions on Image Processing 27 2018 ), p. 4314-4329 ISSN: 1057-7149 10.1109/TIP.2018.2831915 Download Kram S. , Schäfer M. Rabenstein R. Approximation of enzyme kinetics for high enzyme concentration by a first order perturbation approach Journal of Mathematical Chemistry 56 2018 ), p. 1153-1183 ISSN: 0259-9791 10.1007/s10910-017-0848-3 Download Bürger M. Hofmann C. Kellermann W. Broadband multizone sound rendering by jointly optimizing the sound pressure and particle velocity The Journal of the Acoustical Society of America 143 2018 ), p. 1477-1490 ISSN: 1520-8524 10.1121/1.5026508 Download Hümmer C. Hofmann C. Maas R. Kellermann W. Estimating parameters of nonlinear systems using the elitist particle filter based on evolutionary strategies IEEE/ACM Transactions on Audio, Speech and Language Processing 26 2018 ), p. 595-608 ISSN: 2329-9290 Download Zheng C. Deleforge A. Li X. , Kellermann W. Statistical analysis of the multichannel Wiener filter using a bivariate normal distribution for sample covariance matrices IEEE/ACM Transactions on Audio, Speech and Language Processing 26 2018 ), p. 951-966 ISSN: 2329-9290 10.1109/TASLP.2018.2800283 http://ieeexplore.ieee.org/document/8276308/ Download Seiler J. Jonscher M. Ussmueller T. , Kaup A. Increasing Imaging Resolution by Non-Regular Sampling and Joint Sparse Deconvolution and Extrapolation IEEE Transactions on Circuits and Systems For Video Technology 29 2018 ), p. 308-322 ISSN: 1051-8215 10.1109/TCSVT.2018.2796725 https://arxiv.org/abs/2204.12867 Download Delcroix M. , Kinoshita K. , Ogawa A. , Hümmer C. Nakatani T. :Context Adaptive Neural Network Based Acoustic Models for Rapid Adaptation IEEE/ACM Transactions on Audio, Speech and Language Processing 26 2018 ), p. 895-908 ISSN: 2329-9290 Download Herglotz C. Springer D. Reichenbach M. Stabernack B. , Kaup A. Modeling the Energy Consumption of the HEVC Decoding Process IEEE Transactions on Circuits and Systems For Video Technology 28 2018 ), p. 217-229 ISSN: 1051-8215 10.1109/TCSVT.2016.2598705 Download Rabenstein R. Schäfer M. Strobl C. :Transfer Function Models for Distributed-Parameter Systems with Impedance Boundary Conditions International Journal of Control 91 2018 ), p. 2726-2742 ISSN: 1366-5820 10.1080/00207179.2017.1397753 Download
Book Contributions
Deleforge A. Schmidt A. Kellermann W. Audio-motor integration for robot audition In: Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe (ed.): Multimodal Behavior Analysis in the Wild London Academic Press 2018 , p. 27-52 (Computer Vision and Pattern Recognition Series)ISBN: 978-0-12-814601-9 https://www.elsevier.com/books/multimodal-behavior-analysis-in-the-wild/alameda-pineda/978-0-12-814601-9 Download Markovich-Golan S. , Kellermann W. Gannot S. :Multichannel parameter estimation In: Emmanuel Vincent, Tuomas Virtanen, Sharon Gannot (ed.): Audio Source Separation and Speech Enhancement Wiley 2018 , p. 219-234 ISBN: 978-1-119-27989-1 Download Markovich-Golan S. , Kellermann W. Gannot S. :Spatial filtering In: Emmanuel Vincent, Tuomas Virtanen, Sharon Gannot (ed.): Audio Source Separation and Speech Enhancement Wiley 2018 , p. 191-217 ISBN: 978-1-119-27989-1 Download Hofmann C. , Kellermann W. Chapter 4 - Recent advances on LIP nonlinear filters and their applications: Efficient solutions and significance-aware filtering In: Adaptive learning methods for nonlinear system modeling Butterworth-Heinemann 2018 , p. 71-102 ISBN: 978-0-12-812976-0 http://www.sciencedirect.com/science/article/pii/B9780128129760000051 Download Barfuß H. Reindl K. Kellermann W. Informed spatial filtering based on constrained independent component analysis In: Shoji Makino (ed.): Audio Source Separation Springer 2018 , p. 237-278 ISBN: 978-3-319-73031-8 10.1007/978-3-319-73031-8_10 https://link.springer.com/chapter/10.1007/978-3-319-73031-8_10 Download
Conference Contributions
Herglotz C. Müller D. , Weinlich A. Bauer F. Ortner M. , Stamminger M. Kaup A. Improving HEVC Encoding of Rendered Video Data Using True Motion Information 20th IEEE International Symposium on Multimedia (ISM) (Taichung 10. December 2018 - 12. December 2018 )Download Schäfer M. Wicke W. Rabenstein R. , Schober R. An nD Model for a Cylindrical Diffusion-Advection Problem with an Orthogonal Force Component 23rd International Conference on Digital Signal Processing (DSP) (Shanghai 19. November 2018 - 21. November 2018 )Download Grosche S. Seiler J. Kaup A. Design Techniques for Incremental Non-Regular Image Sampling Patterns IEEE International Conference on Imaging Systems and Techniques (IST) (Kraków 16. October 2018 - 18. October 2018 )10.1109/IST.2018.8577090 Download Grosche S. Seiler J. Kaup A. Iterative Optimization of Quarter Sampling Masks for Non-Regular Sampling Sensors 25th IEEE International Conference on Image Processing (ICIP) (Athens 7. October 2018 - 10. October 2018 )10.1109/ICIP.2018.8451658 Download Haubner T. Schmidt A. Kellermann W. Multichannel nonnegative matrix factorization for ego-noise suppression ITG Conference on Speech Communication (Oldenburg 10. October 2018 - 12. October 2018 )Download Bachmann M. Brendel A. Kellermann W. Resource allocation for distributed blind source separation ITG Conference on Speech Communication (Oldenburg 10. October 2018 - 12. October 2018 )Download Strobl C. Köpf H. , Mehl R. , Ott L. Kaiser J. , Gosses K. , Schäfer M. Rabenstein R. Safety Concepts and Circuit Protection for LVDC-Grids in Datacenters and in Telecommunications International Telecommunications Energy Conference (Intelec) (Turin 7. October 2018 - 10. October 2018 )Download Brendel A. , Kellermann W. Distance estimation of acoustic sources using the coherent-to-diffuse power ratio based on distributed training International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo 17. September 2018 - 20. September 2018 )Download Löllmann H. Brendel A. Kellermann W. Efficient ML-Estimator for Blind Reverberation Time Estimation European Signal Processing Conference (EUSIPCO) (Rome 3. September 2018 - 7. September 2018 )10.23919/EUSIPCO.2018.8553001 Download Halimeh MM. Brendel A. Kellermann W. Evolutionary resampling for multi-target tracking using probability hypothesis density filter European Signal Processing Conference (EUSIPCO) (Rome 3. September 2018 - 7. September 2018 )Download Barfuß H. Bachmann M. Hümmer C. Kellermann W. Exploiting microphone array symmetry for robust two-dimensional polynomial beamforming International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo 16. September 2018 - 20. September 2018 )Download Brendel A. , Kellermann W. Learning-based acoustic source localization in acoustic sensor networks using the coherent-to-diffuse power ratio European Signal Processing Conference (EUSIPCO) (Rome 3. September 2018 - 7. September 2018 )Download Evers C. , Löllmann H. Mellmann H. , Schmidt A. Barfuß H. Naylor P. , Kellermann W. LOCATA Challenge - Evaluation and Measures International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo 17. September 2018 - 20. September 2018 )Download Günther M. Brendel A. Kellermann W. Postfiltering based on the Coherent-to-Diffuse Power Ratio ASA Fall 2018 Meeting (Victoria, Canada 5. November 2018 - 9. November 2018 )Download Yamaoka K. , Brendel A. , Ono N. , Makino S. , Bürger M. Yamada T. , Kellermann W. Time-frequency-bin-wise beamformer selection and masking for speech enhancement in underdetermined noisy scenarios European Signal Processing Conference (EUSIPCO) (Rome 3. September 2018 - 7. September 2018 )Download Halimeh MM. Hümmer C. , Brendel A. Kellermann W. Hybrid particle filtering based on an elitist resampling scheme Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield 8. July 2018 - 11. July 2018 )10.1109/SAM.2018.8448400 Download Brendel A. , Gannot S. , Kellermann W. Localization of multiple simultaneously active speakers in an acoustic sensor network IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield 8. July 2018 - 11. July 2018 )Download Löllmann H. Evers C. , Schmidt A. Mellmann H. , Barfuß H. Naylor PA. , Kellermann W. The LOCATA Challenge Data Corpus for Acoustic Source Localization and Tracking IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield 8. July 2018 - 11. July 2018 )10.1109/SAM.2018.8448644 Download Brendel A. , Kellermann W. Tracking of multiple sources in an acoustic sensor network using an extended Gaussian mixture PHD filter IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield 8. July 2018 - 11. July 2018 )Download Lanz D. , Seiler J. Jaskolka K. Kaup A. Compression of Dynamic Medical CT Data Using Motion Compensated Wavelet Lifting with Denoised Update Picture Coding Symposium (San Francisco, CA 24. June 2018 - 27. June 2018 )Download Jaskolka K. Kaup A. Joint Optimization of Rate, Distortion, and Maximum Absolute Error for Compression of Medical Volumes Using HEVC Intra Picture Coding Symposium (San Francisco, CA 24. June 2018 - 27. June 2018 )Download van Luong H. Deligiannis N. , Forchhammer S. , Kaup A. Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors IEEE Statistical Signal Processing Workshop (Freiburg Download Genser N. Seiler J. Schilling F. , Kaup A. Signal and Loss Geometry Aware Frequency Selective Extrapolation for Error Concealment Picture Coding Symposium (PCS) (San Francisco, CA 24. June 2018 - 27. June 2018 )Download Genser N. Seiler J. Kaup A. Spectral Constrained Frequency Selective Extrapolation for Rapid Image Error Concealment 25th International Conference on Systems, Signals and Image Processing (IWSSIP) (Maribor 20. June 2018 - 22. June 2018 )Download Herglotz C. Kaup A. Decoding Energy Estimation of an HEVC Hardware Decoder IEEE International Symposium on Circuits and Systems (ISCAS) (Florenz 27. May 2018 - 30. May 2018 )10.1109/ISCAS.2018.8350964 Download Brendel A. , Huang C. Kellermann W. STFT bin selection for localization algorithms based on the sparsity of speech signal spectra EURONOISE 2018 (Heraklion, Crete 27. May 2018 - 31. May 2018 )Download Rachuj S. Herglotz C. Reichenbach M. Kaup A. Fey D. A Hybrid Approach for Runtime Analysis Using a Cycle and Instruction Accurate Model Architecture of Computing Systems (ARCS) (Braunschweig 9. April 2018 - 12. April 2018 )In: Mladen Berekovic, Rainer Buchty, Heiko Hamann, Dirk Koch, Thilo Pionteck (ed.): 31st International Conference on Architecture of Computing Systems (ARCS) 2018 10.1007/978-3-319-77610-1_7 http://arcs2018.itec.kit.edu/ Download Schmidt A. Löllmann H. Kellermann W. A novel ego-noise suppression algorithm for acoustic signal enhancement in autonomous systems IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Calgary 15. April 2018 - 20. April 2018 )Download Brendel A. , Kellermann W. Learning-based acoustic source-microphone distance estimation using the coherent-to-diffuse power ratio IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Calgary 15. April 2018 - 20. April 2018 )Download Halimeh MM. Hümmer C. , Kellermann W. Nonlinear acoustic echo cancellation using elitist resampling particle filter IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Calgary 15. April 2018 - 20. April 2018 )10.1109/ICASSP.2018.8461300 Download van Luong H. Deligiannis N. , Forchhammer S. , Kaup A. Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization Data Compression Conference (Snowbird, Utah Download Rabenstein R. , Schäfer M. Bauer J. Strobl C. :A Wave Digital Kalman Filter Approach for Fault Detection in DC Grids: A Case Study IEEE Int. Symp. on Circuits and Systems (ISCAS) (Florence 27. May 2018 - 30. May 2018 )Download Kiesel D. , Richter T. Seiler J. Kaup A. Color Channel Reconstruction for Multi-Color Multi-View Images Using Disparity and Color Similarity-based Local Linear Regression IS&T Electronic Imaging - Image Sensors and Imaging Systems Conference (San Francisco 28. January 2018 - 1. February 2018 )Download Herglotz C. Kränzler M. Kaup A. Decoding Energy Modeling for the Next Generation Video Codec Based on JEM Picture Coding Symposium (PCS) (San Francisco 24. June 2018 - 27. June 2018 )Download Schäfer M. Rabenstein R. :Modeling of Transport Processes in Bounded Domains 3rd Workshop on Molecular Comunications (Ghent 4. April 2018 - 6. April 2018 )Download Strobl C. , Schäfer M. Rabenstein R. :Non-Recursive System Identification and Fault Detection in LVDC and ELVDC Grids IEEE Int. Symp. on Circuits and Systems (ISCAS) (Florence 27. May 2018 - 30. May 2018 )Download Markovich-Golan S. , Gannot S. , Kellermann W. Performance analysis of the covariance-whitening and the covariance-subtraction methods for estimating the relative transfer function 26th European Signal Processing Conference (EUSIPCO) Download Schäfer M. Rabenstein R. :Physical Modelling of Guitar Strings with Realistic Boundary Conditions Jahrestagung für Akustik (DAGA) (München 19. March 2018 - 22. March 2018 )Download Strobl C. , Ott L. , Kaiser J. , Gosses K. , Schäfer M. Rabenstein R. :Refined Fault Detection in LVDC-Grids with Signal Processing, System Identification and Machine Learning Methods 29th International Conference on Electrical Contacts, Together with 64th IEEE Holm Conference on Electrical Contacts (Albuquerque, NM USA 14. October 2018 - 18. October 2018 )Download Ghosh S. Shet R. , Amon P. , Hutter A. , Kaup A. Robustness of Deep Convolutional Neural Networks for Image Degradations IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Calgary, Canada 15. April 2018 - 20. April 2018 )Download Genser N. Grosche S. Seiler J. Kaup A. Sparse Hartley Modeling for Fast Image Extrapolation IEEE 20th International Workshop on Multimedia Signal Processing (MMSP) (Vancouver 29. August 2018 - 31. August 2018 )10.1109/MMSP.2018.8547100 Download
Thesis
Miscellaneous
Publications 2017 Publications 2017
Journal Articles
Bürger M. Abhayapala TD. , Hofmann C. Chen H. , Kellermann W. The spatial coherence of noise fields evoked by continuous source distributions The Journal of the Acoustical Society of America 142 2017 ), p. 3025-3034 ISSN: 1520-8524 10.1121/1.5009451 Download Samarasinghe P. , Abhayapala TD. , Kellermann W. Acoustic reciprocity: An extension to spherical harmonics domain The Journal of the Acoustical Society of America 142 2017 ), p. 373-343 ISSN: 1520-8524 10.1121/1.5002078 Download Peinado A. , Koloda J. Gómez Á. , Sánchez V. :A statistical analysis of the kernel-based MMSE estimator with application to image reconstruction Signal Processing-Image Communication 55 2017 ), p. 41-54 ISSN: 0923-5965 10.1016/j.image.2017.03.015 Download Koloda J. Seiler J. Kaup A. Frequency Selective Mesh-to-Grid Resampling for Image Communication IEEE Transactions on Multimedia 19 2017 ), p. 1689-1701 ISSN: 1520-9210 10.1109/TMM.2017.2683267 Download Koloda J. Seiler J. Peinado A. , Kaup A. Scalable Kernel-Based Minimum Mean Square Error Estimator for Accelerated Image Error Concealment IEEE Transactions on Broadcasting 63 2017 ), p. 59-70 ISSN: 0018-9316 10.1109/TBC.2016.2619581 Download Barfuß H. Hümmer C. Schwarz A. Kellermann W. Robust coherence-based spectral enhancement for speech recognition in adverse real-world environments Computer Speech and Language 46 2017 ), p. 388 - 400 ISSN: 0885-2308 10.1016/j.csl.2017.02.005 https://arxiv.org/abs/1604.03393 Download Markovich-Golan S. , Gannot S. , Kellermann W. Combined LCMV-TRINICON beamforming for separating multiple speech sources in noisy and reverberant environments IEEE/ACM Transactions on Audio, Speech and Language Processing 25 2017 ), p. 320-332 ISSN: 2329-9290 10.1109/TASLP.2016.2633806 Download Rabenstein R. Annibale P. Acoustic Source Localization under Variable Speed of Sound Conditions Wireless Communications & Mobile Computing 2017 2017 ), Article No.: 9524943 ISSN: 1530-8669 10.1155/2017/9524943 Download Heindel A. Wige E. Kaup A. Low-Complexity Enhancement Layer Compression for Scalable Lossless Video Coding based on HEVC IEEE Transactions on Circuits and Systems For Video Technology 27 2017 ), p. 1749 - 1760 ISSN: 1051-8215 10.1109/TCSVT.2016.2556338 http://ieeexplore.ieee.org/document/7457283/ Download Zhao M. An B. , Wu Y. , van Luong H. Kaup A. RFVTM: A Recovery and Filtering Vertex Trichotomy Matching for Remote Sensing Image Registration IEEE Transactions on Geoscience and Remote Sensing 55 2017 ), p. 375-391 ISSN: 0196-2892 10.1109/TGRS.2016.2606899 http://ieeexplore.ieee.org/document/7579178/ Download
Book Contributions
Kinoshita K. , Delcroix M. , Gannot S. , Habets E. , Haeb-Umbach R. , Kellermann W. Leutnant V. , Maas R. Nakatani T. , Raj B. , Sehr A. , Yoshioka T. :The REVERB challenge: A benchmark task for reverberation-robust ASR techniques In: Shinji Watanabe, Marc Delcroix, Florian Metze, John R. Hershey (ed.): New Era for Robust Speech Recognition Springer International Publishing AG 2017 2017 , p. 345 - 354 (Exploiting Deep Learning)ISBN: 978-3-319-64680-0 10.1007/978-3-319-64680-0_15 https://link.springer.com/chapter/10.1007/978-3-319-64680-0_15#citeas Download Blauert J. , Rabenstein R. Room-related Sound Representation using Loudspeakers In: Ning Xiang (ed.): Architectural Acoustics Handbook Plantation, FL 33324, USA J. Ross Publishing 2017 , p. 221-242 (Acoustics: Information and Communication Series)ISBN: 978-1-60427-004-4 http://www.jrosspub.com/architectural-acoustics-handbook.html Download
Conference Contributions
Prativadibhayankaram S. , van Luong H. Le TH. , Kaup A. Compressive Online Robust Principal Component Analysis with Optical Flow for Video Foreground-Background Separation International Symposium on Information and Communication Technology (, 6. December 2017 - 8. December 2017 )10.1145/3155133.3155184 Download Ghosh S. Amon P. , Hutter A. , Kaup A. Detecting Closely Spaced and Occluded Pedestrians Using Specialized Deep Models for Counting IEEE Visual Communications and Image Processing (VCIP) (St. Petersburg, Florida 10. December 2017 - 13. December 2017 )10.1109/VCIP.2017.8305064 Download Brendel A. Kellermann W. Localization of multiple simultaneously active sources in acoustic sensor networks using ADP IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Curaçao 10. December 2017 - 13. December 2017 )10.1109/CAMSAP.2017.8313167 Download van Luong H. Deligiannis N. , Seiler J. Forchhammer S. , Kaup A. Compressive Online Robust Principal Component Analysis with Multiple Prior Information IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Montreal 14. November 2017 - 16. November 2017 )10.1109/GlobalSIP.2017.8309163 Download Barfuß H. Bachmann M. Bürger M. Schneider M. Kellermann W. Design of robust two-dimensional polynomial beamformers as a convex optimization problem with application to robot audition IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 15. October 2017 - 18. October 2017 )Download Eichenseer A. Bätz M. Kaup A. Disparity Estimation for Fisheye Images with an Application to Intermediate View Synthesis IEEE International Workshop on Multimedia Signal Processing (MMSP) (London-Luton, UK 16. October 2017 - 18. October 2017 )In: IEEE International Workshop on Multimedia Signal Processing (MMSP) 2017 10.1109/MMSP.2017.8122251 Download Bürger M. Hofmann C. Frankenbach C. Kellermann W. Multizone sound reproduction in reverberant environments using an iterative least-squares filter design method with a spatiotemporal weighting function IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 15. October 2017 - 18. October 2017 )10.1109/WASPAA.2017.8170005 Download Chen K. Geiger JT. , Jin W. , Taghizadeh M. , Kellermann W. Robust phase replication method for spatial aliasing problem in multiple sound sources localization IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 15. October 2017 - 18. October 2017 )10.1109/WASPAA.2017.8170022 Download Richter T. Saloman C. , Genser N. Kasnakli K. , Seiler J. Nowak A. , Kaup A. Schöberl M. Sequential Polarization Imaging Using Multi-View Fusion IEEE International Workshop on Signal Processing Systems (SiPS) (Lorient 3. October 2017 - 5. October 2017 )10.1109/SiPS.2017.8110019 Download Heindel A. Wige E. Fleckenstein F. , Prestele B. , Gehlert A. , Kaup A. A Low-Complexity Metric for the Estimation of Perceived Chrominance Sub-Sampling Errors in Screen Content Images IEEE Int. Conf. on Image Processing (ICIP) (Beijing 17. September 2017 - 20. September 2017 )10.1109/ICIP.2017.8296878 Download Heindel A. Kaup A. Scalable Near-Lossless Video Compression Based on HEVC IEEE Visual Communications and Image Processing (VCIP) (St. Petersburg, Florida 10. December 2017 - 13. December 2017 )10.1109/VCIP.2017.8305068 Download Schäfer M. Rabenstein R. A Continuous Frequency Domain Description of Adjustable Boundary Conditions for Multidimensional Transfer Function Models 20th International Conference on Digital Audio Effects (DAFx-17) (Edinburgh 5. September 2017 - 9. September 2017 )Download Genser N. Seiler J. Jonscher M. Kaup A. Demonstration of Rapid Frequency Selective Reconstruction for Image Resolution Enhancement IEEE International Conference on Image Processing (ICIP) (Beijing 17. September 2017 - 20. September 2017 )10.1109/ICIP.2017.8297158 Download Pöllot M. Springer D. , Schleifer R. , Nitsch M. , Kaup A. Finger-Trace Generator for SWYPE Touch Screen Testing Applications 7th IEEE International Conference On Consumer Electronics ICCE (Berlin 3. September 2017 - 6. September 2017 )10.1109/ICCE-Berlin.2017.8210606 Download Bürger M. Meier S. Hofmann C. Fischer E. , Puder H. , Kellermann W. Retrieval of individualized head-related transfer functions for hearing aid applications 25th European Signal Processing Conference (EUSIPCO) (Kos 28. August 2017 - 2. September 2017 )10.23919/EUSIPCO.2017.8081158 Download Genser N. Seiler J. Kaup A. Scaled Fixed-Point Frequency Selective Extrapolation for Fast Image Error Concealment IEEE International Conference on Image Processing (ICIP) (Beijing 17. September 2017 - 20. September 2017 )10.1109/ICIP.2017.8296649 Download Herglotz C. Kaup A. Video Decoding Energy Estimation Using Processor Events IEEE International Conference on Image Processing (ICIP) (Beijing 17. September 2017 - 20. September 2017 )10.1109/ICIP.2017.8296731 Download Strobl C. Ott L. , Kaiser J. , Streck M. , Nothnagel F. , Berger F. , Schäfer M. Rabenstein R. Resonant Electric Arcs in DC Microgrids with Low System Impedance in the VLF-Band IEEE Int. Conf. on DC Microgrids (Nürnberg 27. June 2017 - 29. June 2017 )10.1109/ICDCM.2017.8001014 http://www.icdcm.co/ Download Schäfer M. Rabenstein R. Strobl C. A Multidimensional Transfer Function Model for Frequency Dependent Transmission Lines 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (Baltimore, MD 28. May 2017 - 31. May 2017 )10.1109/ISCAS.2017.8050506 http://iscas2017.org/ Download Genser N. Seiler J. Kaup A. Local Statistics Estimation For Rapid Frequency Selective Extrapolation International Conference on Systems, Signals and Image Processing (IWSSIP) (Poznań 22. May 2017 - 24. May 2017 )10.1109/IWSSIP.2017.7965575 Download Gonzalez C. , Rizzoli P. , Martone M. , Wecklich C. , Tridon DB. , Bachmann M. Fritz T. , Wessel B. , Krieger G. , Zink M. :The New Global Digital Elevation Model: TanDEM-X DEM and its Final Performance In: European Geosciences Union (EGU) 2017 https://elib.dlr.de/111173/ Download Strobl C. Schäfer M. Rabenstein R. Ott L. , Kaiser J. :Schutzorgane und -konzepte in Niederspannungs-Gleichstromnetzen – Modellierung von Komponenten, Fehlersituationen und Gesamtsystem Workshop der ASIM/GI - Fachgruppen STS und GMMS (Ulm 9. March 2017 - 10. March 2017 )http://studium.hs-ulm.de/de/inst/m/asim/ Download Tran D. , Delcroix M. , Ogawa A. , Hümmer C. Nakatani T. :Feedback Connection for Deep Neural Network-Based Acoustic Modeling IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7953156 Download Lanz D. , Kaup A. Improving Mesh-Based Motion Compensation by Using Edge Adaptive Graph-Based Compensated Wavelet-Lifting for Medical Data Sets IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7952408 Download Bätz M. Brand F. Eichenseer A. Kaup A. Motion Compensated Frame Rate Up-Conversion Using 3D Frequency Selective Extrapolation and a Multi-Layer Consistency Check IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7952397 Download Hümmer C. Delcroix M. , Ogawa A. , Kinoshita K. , Nakatani T. , Kellermann W. Online environmental adaptation of CNN-based acoustic models using spatial diffuseness features IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7953083 Download Zhang W. , Hofmann C. Bürger M. Kellermann W. Online secondary path modeling in wave-domain active noise control IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7952129 Download Richter T. Kaup A. Super-resolution for differently exposed mixed-resolution multi-view images adapted by a histogram matching method IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7952511 Download Kellermann W. Hümmer C. Astudillo RF. :An improved uncertainty decoding scheme with weighted samples for multi-channel DNN-HMM hybrid systems Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (San Francisco 1. March 2017 - 3. March 2017 )10.1109/HSCMA.2017.7895556 Download Schneider M. Habets E. :An iterative least-squares design method for filters with constrained magnitude response in sound reproduction 43. Deutsche Jahrestagung für Akustik - DAGA (Kiel 6. March 2017 - 9. March 2017 )In: Deutsche Jahrestagung für Akustik - DAGA , Kiel, Germany 2017 Download Madmoni L. , Barfuß H. Rafaely B. , Kellermann W. A unified framework for multiple arrays on a robot and application to sound localization Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (San Francisco, CA 1. March 2017 - 3. March 2017 )10.1109/HSCMA.2017.7895563 http://ieeexplore.ieee.org/document/7895563/ Download Gerber D. Meier S. Kellermann W. Efficient target activity detection based on recurrent neural networks Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (San Francisco, CA 1. March 2017 - 3. March 2017 )10.1109/HSCMA.2017.7895559 http://ieeexplore.ieee.org/document/7895559/ Download Barfuß H. Bürger M. Podschus J. , Kellermann W. HRTF-based two-dimensional robust least-squares frequency-invariant beamformer design for robot audition Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (San Francisco, CA 1. March 2017 - 3. March 2017 )10.1109/HSCMA.2017.7895561 Download Löllmann H. Moore AH. , Naylor PA. , Rafaely B. , Horaud R. , Mazel A. , Kellermann W. Microphone Array Signal Processing for Robot Audition Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (San Francisco 1. March 2017 - 3. March 2017 )10.1109/HSCMA.2017.7895560 http://hscma2017.org/ Download Chen K. , Geiger J. , Kellermann W. Robust audio localization with phase unwrapping IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans 5. March 2017 - 9. March 2017 )10.1109/ICASSP.2017.7952200 Download Schäfer M. Rabenstein R. A Transfer Function Model for 1D Diffusion Processes 10th International Workshop on Multidimensional (nD) Systems (nDS 2017) (Zielona Góra 13. September 2017 - 15. September 2017 )10.1109/NDS.2017.8070620 Download Schäfer M. Rabenstein R. Calculation of the Transformation Kernels for the Functional Transformation Method 10th International Workshop on Multidimensional (nD) Systems (nDS 2017) (Zielona Góra 13. September 2017 - 15. September 2017 )10.1109/NDS.2017.8070610 Download Luis Valero M. Yildiz I. , Mabande E. , Habets E. :Coherence-aware stereophonic residual echo estimation 2017 Hands-Free Speech Communications and Microphone Arrays, HSCMA 2017 (San Francisco, CA 1. March 2017 - 3. March 2017 )In: Proc. of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays 2017 10.1109/HSCMA.2017.7895585 Download Koloda J. Bätz M. Kaup A. Iterative Denoising-Based Mesh-to-Grid Reconstruction with Hyperparametric Adaptation IEEE International Workshop on Multimedia Signal Processing (London-Luton 16. October 2017 - 18. October 2017 )10.1109/MMSP.2017.8122288 Download Strobl C. , Schäfer M. Bauer J. Rabenstein R. :Maschinelles Lernen für Schutzgeräte in DC-Netzen Albert-Keil-Kontaktseminar (Karlsruhe 11. October 2017 - 13. October 2017 )In: VDE-Bezirksverein Mittelbaden e.V. (ed.): VDE-Fb. 73: Kontaktverhalten und Schalten , Berlin 2017 Download Ghosh S. Amon P. , Hutter A. , Kaup A. Pedestrian Counting Using Deep Models Trained on Synthetically Generated Images International Conference on Computer Vision Theory and Applications (VISAPP) (Porto, Portugal 27. February 2017 - 1. March 2017 )10.5220/0006132600860097 Download Ghosh S. Amon P. , Hutter A. , Kaup A. Reliable Pedestrian Detection Using A Deep Neural Network Trained On Pedestrian Counts IEEE International Conference on Image Processing (ICIP) (Beijing 17. September 2017 - 20. September 2017 )10.1109/ICIP.2017.8296368 Download
Thesis
Miscellaneous
Publications 2016 Publications 2016
Journal Articles
Laumer M. Amon P. , Hutter A. , Kaup A. Moving Object Detection in the H.264/AVC Compressed Domain APSIPA Transactions on Signal and Information Processing 5 2016 ), p. 1-20 ISSN: 2048-7703 10.1017/ATSIP.2016.18 Download Hofmann C. Hümmer C. Günther M. Kellermann W. Significance-aware filtering for nonlinear acoustic echo cancellation EURASIP Journal on Advances in Signal Processing 2016 2016 ), p. 113 ISSN: 1687-6172 10.1186/s13634-016-0410-7 Download Dong B. , Antoni J. , Pereira A. , Kellermann W. Blind separation of incoherent and spatially disjoint sound sources Journal of Sound and Vibration 383 2016 ), p. 414-445 ISSN: 0022-460X 10.1016/j.jsv.2016.07.018 Download Rupp M. , Kellermann W. Zoubir A. , Schmidt G. :Advances in adaptive filtering theory and applications to acoustic and speech signal processing EURASIP Journal on Advances in Signal Processing 2016:63 2016 ), p. 1-3 ISSN: 1687-6172 10.1186/s13634-016-0361-z Download Richter T. Seiler J. Schnurrer W. Kaup A. Robust Super-Resolution for Mixed-Resolution Multiview Image plus Depth Data IEEE Transactions on Circuits and Systems For Video Technology 26 2016 ), p. 814-828 ISSN: 1051-8215 10.1109/TCSVT.2015.2426498 Download Schneider M. Kellermann W. Multichannel acoustic echo cancellation in the wave domain with increased robustness to nonuniqueness IEEE/ACM Transactions on Audio, Speech and Language Processing 24 2016 ), p. 518-529 ISSN: 2329-9290 10.1109/TASLP.2016.2515502 Download Weinlich A. Amon P. , Hutter A. , Kaup A. Probability Distribution Estimation for Autoregressive Pixel-Predictive Image Coding IEEE Transactions on Image Processing 25 2016 ), p. 1382-1395 ISSN: 1057-7149 10.1109/TIP.2016.2522339 Download Kinoshita K. , Delcroix M. , Gannot S. , Habets E. , Haeb-Umbach R. , Kellermann W. Leutnant V. , Maas R. Nakatani T. , Raj B. , Sehr A. , Yoshioka T. :A summary of the REVERB challenge: State-of-the-art and remaining challenges in reverberant speech processing research EURASIP Journal on Advances in Signal Processing 2016 2016 ), p. 1-19 ISSN: 1687-6172 10.1186/s13634-016-0306-6 Download Schneider M. Kellermann W. The generalized frequency-domain adaptive filtering algorithm as an approximation of the block recursive least-squares algorithm EURASIP Journal on Advances in Signal Processing 2016 2016 ), p. 1-15 ISSN: 1687-6172 10.1186/s13634-015-0302-2 Download Shi L. Söll C. Pfundt B. Bänisch A. Reichenbach M. Seiler J. Ussmueller T. , Weigel R. A flexible mixed-signal image processing pipeline using 3D chip stacks Journal of Real-Time Image Processing 14 2016 ), p. 517-534 ISSN: 1861-8200 10.1007/s11554-016-0628-5 Download Zheng C. , Hofmann C. Li X. , Kellermann W. Analysis of additional stable gain by frequency shifting for acoustic feedback suppression using statistical room acoustics IEEE Signal Processing Letters 23 2016 ), p. 159-163 ISSN: 1070-9908 10.1109/LSP.2015.2507205 Download
Conference Contributions
Pöllot M. Springer D. , Schleifer R. , Niederkorn D. , Kaup A. Identification of Irregular Motion in Automotive Navigation Systems Using Novelty Detection IEEE Symposium Series on Computational Intelligence SSCI (Athens 6. December 2016 - 9. December 2016 )10.1109/SSCI.2016.7850000 Download Herglotz C. Wen Y. , Dai B. , Kränzler M. Kaup A. A Bitstream Feature Based Model for Video Decoding Energy Estimation Picture Coding Symposium (PCS) (Nürnberg 4. December 2016 - 7. December 2016 )10.1109/PCS.2016.7906400 https://doi.org/10.48550/arXiv.2204.10151 Download van Luong H. Deligiannis N. , Forchhammer S. , Kaup A. Distributed Coding of Multiview Sparse Sources with Joint Recovery 10.1109/PCS.2016.7906382 Download Heindel A. Haubner T. Kaup A. Fast CU Split Decisions for HEVC Inter Coding Using Support Vector Machines Picture Coding Symposium (PCS) (Nuremberg 4. December 2016 - 7. December 2016 )10.1109/PCS.2016.7906358 Download Lanz D. , Kaup A. Graph-Based Compensated Wavelet Lifting for 3-D+t Medical CT Data Picture Coding Symposium (Nuremberg 4. December 2016 - 7. December 2016 )10.1109/PCS.2016.7906385 Download Bätz M. Schnurrer W. Koloda J. Eichenseer A. Kaup A. Joint Shape and Centroid Adaptive Frequency Selective Extrapolation for the Reconstruction of Arbitrarily Shaped Loss Areas Picture Coding Symposium (PCS) (Nuremberg 4. December 2016 - 7. December 2016 )In: Picture Coding Symposium 2016 10.1109/PCS.2016.7906367 Download Herglotz C. Rosales R. , Glaß M. Teich J. Kaup A. Multi-Objective Design Space Exploration for the Optimization of the HEVC Mode Decision Process Picture Coding Symposium(PCS) (Nürnberg 4. December 2016 - 7. December 2016 )In: Picture Coding Symposium (PCS) 2016 10.1109/PCS.2016.7906327 http://arxiv.org/abs/2203.01782 Download Seiler J. Schöll S. Schnurrer W. Kaup A. Optimized Processing Order for 3D Hole Filling in Video Sequences Using Frequency Selective Extrapolation Picture Coding Symposium (PCS) (Nuremberg 4. December 2016 - 7. December 2016 )In: Picture Coding Symposium (PCS) , Nuremberg, Germany 2016 10.1109/PCS.2016.7906329 https://arxiv.org/abs/2207.09737 Download Jonscher M. Jaskolka K. Seiler J. Kaup A. Recursive Frequency Selective Reconstruction of Non-Regularly Sampled Video Data Picture Coding Symposium (PCS) (Nuremberg 4. December 2016 - 7. December 2016 )10.1109/PCS.2016.7906325 Download Jonscher M. Seiler J. Kaup A. Texture-Dependent Frequency Selective Reconstruction of Non-Regularly Sampled Images Picture Coding Symposium (PCS) (Nuremberg 4. December 2016 - 7. December 2016 )In: Picture Coding Symposium (2016) 2016 10.1109/PCS.2016.7906355 Download Huang H. Hofmann C. Kellermann W. Chen J. , Benesty J. :Multiframe echo suppression based on orthogonal signal decompositions ITG Conference on Speech Communication (Paderborn 5. October 2016 )In: ITG Conference on Speech Communication 2016 Download Hümmer C. Stadter P. , Kellermann W. Uncertainty decoding using a sampling strategy based on the eigenvalue decomposition 12th ITG Symposium on Speech Communication (Paderborn 5. October 2016 - 7. October 2016 )Download Schmidt A. Deleforge A. Kellermann W. Ego-noise reduction using a motor data-guided multichannel dictionary IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Daejon 9. October 2016 - 14. October 2016 )10.1109/IROS.2016.7759212 Download Herglotz C. Kaup A. Joint Optimization of Rate, Distortion, and Decoding Energy for HEVC Intraframe Coding IEEE International Conference on Image Processing (ICIP) (Phoenix, Arizona 25. September 2016 - 28. September 2016 )10.1109/ICIP.2016.7532416 http://arxiv.org/abs/2203.01765 Download Bätz M. Eichenseer A. Kaup A. Multi-Image Super-Resolution Using a Dual Weighting Scheme Based on Voronoi Tessellation IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ 25. September 2016 - 28. September 2016 )10.1109/ICIP.2016.7532874 Download van Luong H. Seiler J. Kaup A. Forchhammer S. :Sparse Signal Reconstruction with Multiple Side Information using Adaptive Weights for Multiview Sources IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ 25. September 2016 - 28. September 2016 )In: IEEE Int. Conf. on Image Processing (ICIP) , Phoenix, AZ, USA 2016 10.1109/ICIP.2016.7532816 Download Heindel A. Pylinski C. , Kaup A. Two-Stage Exclusion of Angular Intra Prediction Modes for Fast Mode Decision in HEVC IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ 25. September 2016 - 28. September 2016 )10.1109/ICIP.2016.7532413 Download Eichenseer A. Bätz M. Kaup A. Motion Estimation for Fisheye Video Sequences Combining Perspective Projection with Camera Calibration Information IEEE International Conference on Image Processing (Phoenix, Arizona 24. September 2016 - 27. September 2016 )In: IEEE (ed.): Proceedings of the IEEE International Conference on Image Processing 2016 10.1109/ICIP.2016.7533210 Download Seiler J. Kaup A. Adaptive Frequency Prior for Frequency Selective Reconstruction of Images from Non-Regular Subsampling IEEE 18th Workshop on Multimedia Signal Processing (MMSP) (Montreal 21. September 2016 - 23. September 2016 )In: IEEE Workshop on Multimedia Signal Processing (MMSP) , Montreal, Canada 2016 10.1109/MMSP.2016.7813347 https://arxiv.org/pdf/2207.06797.pdf Download Bätz M. Koloda J. Eichenseer A. Kaup A. Multi-Image Super-Resolution Using a Locally Adaptive Denoising-Based Refinement IEEE 18th International Workshop on Multimedia Signal Processing (MMSP) (Montreal 21. September 2016 - 23. September 2016 )10.1109/MMSP.2016.7813343 Download Koloda J. Seiler J. Kaup A. Reliability-based Mesh-to-Grid Image Reconstruction IEEE 18th Workshop on Multimedia Signal Processing (MMSP) (Montreal 21. September 2016 - 23. September 2016 )In: IEEE Workshop on Multimedia Signal Processing (MMSP) 2016 10.1109/MMSP.2016.7813344 Download Huang H. Hofmann C. Kellermann W. Chen J. , Benesty J. :A multiframe parametric Wiener filter for acoustic echo suppression International Workshop on Acoustic Signal Enhancement (IWAENC) (Xi'an 13. September 2016 - 16. September 2016 )In: Int. Workshop on Acoustic Echo and Noise Control (IWAENC) , Xi'an, China 2016 10.1109/IWAENC.2016.7602948 Download Meier S. Kellermann W. Relative impulse response estimation during doubletalk with an artificial neural network-based step size control International Workshop on Acoustic Signal Enhancement (IWAENC) (Xi'an 13. September 2016 - 16. September 2016 )10.1109/IWAENC.2016.7602953 Download Zheng C. Schwarz A. , Li X. , Kellermann W. Statistical analysis and improvement of coherent-to-diffuse power ratio estimators for dereverberation International Workshop on Acoustic Echo and Noise Control (IWAENC) (Xi'an 13. September 2016 - 16. September 2016 )10.1109/IWAENC.2016.7602931 Download Barfuß H. Müglich M. Kellermann W. HRTF-based robust least-squares frequency-invariant polynomial beamforming International Workshop on Acoustic Echo and Noise Control (IWAENC) (Xi'an 13. September 2016 - 16. September 2016 )10.1109/IWAENC.2016.7602909 Download Meier S. Kellermann W. Artificial neural network-based feature combination for spatial voice activity detection Interspeech (San Francisco 8. September 2016 - 12. September 2016 )10.21437/Interspeech.2016-1184 Download Schäfer M. Frenstátský P. , Rabenstein R. A Physical String Model with Adjustable Boundary Conditions 19th International Conference on Digital Audio Effects (DAFx-16) (Brno 5. September 2016 - 9. September 2016 )In: 19th International Conference on Digital Audio Effects (DAFx-16) , Brno, Czech Republic 2016 Download Dehner G. , Rabenstein R. Schäfer M. Strobl C. Analysis of the Quantization Error in Digital Multipliers with Small Wordlength 24th European Signal Processing Conference (EUSIPCO) (Budapest 29. August 2016 - 2. September 2016 )In: European Signal Processing Conf. (EUSIPCO) 2016 10.1109/EUSIPCO.2016.7760568 Download Seiler J. Kaup A. Distributed Parallel Image Signal Extrapolation Framework using Message Passing Interface 24th European Signal Processing Conference (EUSIPCO) (Budapest 29. August 2016 - 2. September 2016 )In: European Signal Processing Conf. (EUSIPCO) , Budapest, Ungarn 2016 10.1109/EUSIPCO.2016.7760214 https://arxiv.org/abs/2207.00238 Download Hofmann C. Günther M. Hümmer C. Kellermann W. Efficient nonlinear acoustic echo cancellation by partitioned-block significance-aware Hammerstein group models European Signal Processing Conf. (EUSIPCO) (Budapest 29. August 2016 - 2. September 2016 )10.1109/EUSIPCO.2016.7760555 Download Bätz M. Eichenseer A. Kaup A. Multi-Image Super-Resolution for Fisheye Video Sequences Using Subpixel Motion Estimation Based on Calibrated Re-Projection European Signal Processing Conference (EUSIPCO) (Budapest 29. August 2016 - 2. September 2016 )10.1109/EUSIPCO.2016.7760573 Download Strobl C. Schäfer M. Rabenstein R. Predictive Circuit Protection for DC Grids 28th International Conference on Electrical Contacts (ICEC) (Edinburgh 6. June 2016 - 9. June 2016 )In: 28th International Conference on Electrical Contacts (ICEC) , Edinburgh, UK 2016 Download Strobl C. , Schäfer M. Rabenstein R. An analytical fault model for direct current lines IEEE International Symposium on Circuits and Systems (ISCAS) (Montreal 22. May 2016 - 25. May 2016 )In: 2016 IEEE International Symposium on Circuits and Systems, ISCAS 2016 2016 10.1109/ISCAS.2016.7539004 Download Heindel A. Kaup A. Fast Exclusion of Angular Intra Prediction Modes in HEVC Using Reference Sample Variance IEEE International Symposium on Circuits and Systems (ISCAS) (Montréal 22. May 2016 - 25. May 2016 )10.1109/ISCAS.2016.7539144 Download Rosales R. , Herglotz C. Glaß M. Teich J. Kaup A. Analysis and Exploitation of CTU-Level Parallelism in the HEVC Mode Decision Process Using Actor-based Modeling Architecture of Computing Systems (ARCS) (Nürnberg 4. April 2016 - 7. April 2016 )In: Springer (ed.): In Proceedings of the International Conference on Architecture of Computing Systems (ARCS) , Berlin; Heidelberg 2016 10.1007/978-3-319-30695-7_20 Download van Luong H. Seiler J. Kaup A. Forchhammer S. :A Reconstruction Algorithm with Multiple Side Information for Distributed Compression of Sparse Sources Data Compression Conference (Snowbird 30. March 2016 - 1. April 2016 )In: Data Compression Conference (DCC) 2016 10.1109/DCC.2016.95 Download Koloda J. Seiler J. Peinado A. , Kaup A. Multi-mode kernel-based minimum mean square error estimator for accelerated image error concealment Data Compression Conference (DCC) (Snowbird, UT 30. March 2016 - 1. April 2016 )In: Data Compression Conference (DCC) 2016 10.1109/DCC.2016.55 Download Eichenseer A. Kaup A. A Data Set Providing Synthetic and Real-World Fisheye Video Sequences IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Shanghai 20. March 2016 - 25. March 2016 )In: IEEE (ed.): Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2016 10.1109/ICASSP.2016.7471935 Download Hümmer C. Schwarz A. Maas R. Barfuß H. Astudillo RF. , Kellermann W. A new uncertainty decoding scheme for DNN-HMM hybrid systems with multichannel speech enhancement International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Shanghai 20. March 2016 - 25. March 2016 )10.1109/ICASSP.2016.7472781 Download Hofmann C. Kellermann W. Generalized wave-domain transforms for listening room equalization with azimuthally irregularly spaced loudspeaker arrays IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Shanghai 20. March 2016 - 25. March 2016 )10.1109/ICASSP.2016.7471744 Download Hofmann C. Günther M. Bürger M. Kellermann W. Higher-order listening room compensation with additive compensation signals IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Shanghai 20. March 2016 - 25. March 2016 )10.1109/ICASSP.2016.7471732 Download Hofmann C. Kellermann W. Source-specific system identification IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Shanghai 20. March 2016 - 25. March 2016 )10.1109/ICASSP.2016.7471657 Download El-Rayyes A. Löllmann H. Hofmann C. Kellermann W. Acoustic Echo Control for Humanoid Robots 42. Deutsche Jahrestagung für Akustik (DAGA) (Aachen 14. March 2016 - 17. March 2016 )Download Barfuß H. Kellermann W. On the impact of localization errors on HRTF-based robust least-squares beamforming Jahrestagung für Akustik (DAGA) (Aachen 14. March 2016 - 17. March 2016 )Download Nees S. Schwarz A. , Kellermann W. Dereverberation using a model for the spatial coherence of decaying reverberant sound fields in rectangular rooms AES 60th Conference on Dereverberation and Reverberation of Audio, Music, and Speech (DREAMS) (Leuven 3. February 2016 - 5. February 2016 )Download Lehmann A. Kreuzer M. Deutschmann J. , Berold U. , Huber J. Topology Simulation for Aeronautical Communication Protocols with ns-3 and DCE In: Proceedings of the Workshop on ns-3 2016 10.1145/2915371.2915375 Download
Thesis
Publications 2015 Publications 2015
Journal Articles
Maas R. Hümmer C. Sehr A. , Kellermann W. A Bayesian view on acoustic model-based techniques for robust speech recognition EURASIP Journal on Advances in Signal Processing 2015 2015 ), p. 1-16 ISSN: 1687-6172 10.1186/s13634-015-0287-x Download Hümmer C. Maas R. Hofmann C. Kellermann W. A Bayesian network approach to linear and nonlinear acoustic echo cancellation EURASIP Journal on Advances in Signal Processing 2015 2015 ), p. 1-11 ISSN: 1687-6172 10.1186/s13634-015-0282-2 Download Seiler J. Jonscher M. Schöberl M. Kaup A. Resampling Images to a Regular Grid from a Non-Regular Subset of Pixel Positions Using Frequency Selective Reconstruction IEEE Transactions on Image Processing 24 2015 ), p. 4540-4555 ISSN: 1057-7149 10.1109/TIP.2015.2463084 https://arxiv.org/abs/2204.12873 Download Nees S. , Schwarz A. Kellermann W. A model for the temporal evolution of the spatial coherence in decaying reverberant sound fields Journal of the Acoustical Society of America 138 2015 ), p. 248-253 ISSN: 0001-4966 10.1121/1.4929733 Download Hümmer C. Maas R. Kellermann W. The NLMS algorithm with time-variant optimum stepsize derived from a Bayesian network perspective IEEE Signal Processing Letters 22 2015 ), p. 1874-1878 ISSN: 1070-9908 10.1109/LSP.2015.2439392 Download Schwarz A. Kellermann W. Coherent-to-diffuse power ratio estimation for dereverberation IEEE Transactions on Audio Speech and Language Processing 23 2015 ), p. 1006-1018 ISSN: 1558-7916 10.1109/TASLP.2015.2418571 Download Doclo S. , Kellermann W. Makino S. , Nordholm S. :Multichannel signal enhancement algorithms for assisted listening devices IEEE Signal Processing Magazine 32 2015 ), p. 18-30 ISSN: 1053-5888 10.1109/MSP.2014.2366780 Download Nordholm S. , Kellermann W. Doclo S. , Välimäki V. , Makino S. , Hershey J. :Signal processing techniques for assisted listening (editorial) IEEE Signal Processing Magazine 32 2015 ), p. 16-17 ISSN: 1053-5888 10.1109 Download Deleforge A. Forbes F. , Horaud R. :Acoustic space learning for sound-source separation and localization on binaural manifolds International Journal of Neural Systems 25 2015 )ISSN: 0129-0657 10.1142/S0129065714400036 Download Herre J. Hilpert J. , Kuntz A. , Plogsties J. :MPEG-H Audio - The New Standard for Universal Spatial / 3D Audio Coding Journal of the Audio Engineering Society 2015 ), p. 821-830 ISSN: 0004-7554 10.17743/jaes.2014.0049 http://www.aes.org/e-lib/browse.cfm?elib=17556 Download
Conference Contributions
Schnurrer W. Jonscher M. Seiler J. Richter T. Bätz M. Kaup A. Centroid adapted frequency selective extrapolation for reconstruction of lost image areas IEEE International Conference on Visual Communications and Image Processing (VCIP) (Singapore 13. December 2015 - 16. December 2015 )10.1109/VCIP.2015.7457805 Download Jonscher M. Seiler J. Bätz M. Richter T. Schnurrer W. Kaup A. Reconstruction of Videos Taken by a Non-Regular Sampling Sensor IEEE International Conference on Visual Communications and Image Processing (VCIP) (Singapur 13. December 2015 - 16. December 2015 )10.1109/VCIP.2015.7457801 Download Richter T. Habermann A. , Kaup A. Super-Resolution for Mixed-Resolution Multiview Images Using a Relative Frequency Response Estimation Method IEEE International Conference on Visual Communications and Image Processing (VCIP) (Singapore 13. December 2015 - 16. December 2015 )10.1109/VCIP.2015.7457827 Download Barfuß H. Hümmer C. Lamani G. Schwarz A. Kellermann W. HRTF-based robust least-squares frequency-invariant beamforming IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 18. October 2015 - 21. October 2015 )10.1109/WASPAA.2015.7336933 Download Bürger M. Maas R. Löllmann H. Kellermann W. Multizone sound field synthesis based on the joint optimization of the sound pressure and particle velocity vector on closed contours IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 18. October 2015 - 21. October 2015 )10.1109/WASPAA.2015.7336921 Download Löllmann H. Brendel A. , Vary P. , Kellermann W. Single-Channel Maximum-Likelihood T60 Estimation Exploiting Subband Information ACE Challenge Workshop (New Paltz (New York) 18. October 2015 - 21. October 2015 )https://arxiv.org/abs/1511.04063 Download Eichenseer A. Bätz M. Seiler J. Kaup A. A Hybrid Motion Estimation Technique for Fisheye Video Sequences Based on Equisolid Re-Projection IEEE International Conference on Image Processing (ICIP) (Québec City 27. September 2015 - 30. September 2015 )In: Proc. of IEEE Internationl Conference on Image Processing (ICIP) 2015 10.1109/ICIP.2015.7351468 Download Koloda J. Seiler J. Kaup A. Denoising-based image reconstruction from pixels located at non-integer positions IEEE International Conference on Image Processing, ICIP 2015 (Québec City 27. September 2015 - 30. September 2015 )10.1109/ICIP.2015.7351671 Download Bätz M. Eichenseer A. Seiler J. Jonscher M. Kaup A. Hybrid Super-Resolution Combining Example-Based Single-Image and Interpolation-Based Multi-Image Reconstruction Approaches 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City 27. September 2015 - 30. September 2015 )10.1109/ICIP.2015.7350759 Download Richter T. Seiler J. Schnurrer W. Kaup A. Super-Resolution for Mixed-Resolution Multiview Image plus Depth Data using a Novel Two-Stage High-Frequency Extrapolation Method for Occluded Areas 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City 27. September 2015 - 30. September 2015 )10.1109/ICIP.2015.7351127 Download Bürger M. Hofmann C. Kellermann W. The impact of loudspeaker array imperfections and reverberation on the performance of a multizone sound field synthesis system International Conference on Spatial Audio (ICSA) (Graz 18. September 2015 - 20. September 2015 )Download Hümmer C. Maas R. Schwarz A. Astudillo RF. , Kellermann W. Uncertainty decoding for DNN-HMM hybrid systems based on numerical sampling Annual Conference of the International Speech Communication Association (Interspeech) (Dresden 6. September 2015 - 10. September 2015 )Download Eichenseer A. Seiler J. Bätz M. Kaup A. Temporal Error Concealment for Fisheye Video Sequences Based on Equisolid Re-Projection 23rd European Signal Processing Conference (EUSIPCO) (Nice 31. August 2015 - 4. September 2015 )In: Proc. of European Signal Processing Conference (EUSIPCO) 2015 10.1109/EUSIPCO.2015.7362656 Download Deleforge A. Gannot S. , Kellermann W. Towards a generalization of relative transfer functions to more than one source 23rd European Signal Processing Conference (EUSIPCO) (Nice 31. August 2015 - 4. September 2015 )10.1109/EUSIPCO.2015.7362417 Download Meier S. Kellermann W. Analysis of the performance and limitations of ICA-based relative impulse response identification 23rd European Signal Processing Conference (EUSIPCO) (Nice 31. August 2015 - 4. September 2015 )10.1109/EUSIPCO.2015.7362416 Download Richter T. Seiler J. Schnurrer W. Bätz M. Kaup A. Combining single-image and multiview super-resolution for mixed-resolution image plus depth data 23rd European Signal Processing Conference, EUSIPCO 2015 (Nice 31. August 2015 - 4. September 2015 )10.1109/EUSIPCO.2015.7362702 Download Herglotz C. Kaup A. Estimating The HEVC Decoding Energy Using High-Level Video Features European Signal Processing Conference (EUSIPCO) (Nice 31. August 2015 - 4. September 2015 )In: Proc. of European Signal Processing Conference (EUSIPCO) 2015 10.1109/EUSIPCO.2015.7362652 Download Zheng C. , Schwarz A. Kellermann W. Li X. :Binaural coherent-to-diffuse-ratio estimation for dereverberation using an ITD model European Signal Processing Conference (EUSIPCO) (Nice 31. August 2015 - 4. September 2015 )10.1109/EUSIPCO.2015.7362543 Download Heindel A. Kaup A. Fast intra mode decision in HEVC using early distortion estimation IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 (Chengdu 12. July 2015 - 15. July 2015 )10.1109/ChinaSIP.2015.7230465 Download Strobl C. Arc Fault Detection in DC Microgrids IEEE First International Conference on DC Microgrids (ICDCM) (Atlanta 7. June 2015 - 10. June 2015 )In: 2015 IEEE First International Conference on DC Microgrids (ICDCM) 2015 10.1109/ICDCM.2015.7152035 Download Laumer M. Amon P. , Hutter A. , Kaup A. Compressed domain moving object detection by spatio-temporal analysis of H.264/AVC syntax elements 31st Picture Coding Symposium, PCS 2015 - with 2015 Packet Video Workshop, PV 2015 (Cairns 31. May 2015 - 3. June 2015 )10.1109/PCS.2015.7170091 Download Herglotz C. Seiler J. Kaup A. Hendricks A. , Reichenbach M. Fey D. Estimation of Non-functional Properties for Embedded Hardware with Application to Image Processing 22nd Reconfigurable Architectures Workshop (RAW) on the 29th Annual International Parallel & Distributed Processing Symposium (IPDPS) (Hyderabad 25. May 2015 - 29. May 2015 )10.1109/IPDPSW.2015.58 http://arxiv.org/abs/2203.01771 Download Herglotz C. Walencik E. , Kaup A. Estimating the HEVC Decoding Energy Using the Decoder Processing Time IEEE Int. Symp. on Circuits and Systems (ISCAS) (Lisbon 24. May 2015 - 27. May 2015 )In: Proc. of IEEE Int. Symp. on Circuits and Systems (ISCAS) 2015 10.1109/ISCAS.2015.7168683 http://arxiv.org/abs/2203.01767 Download Tourbabin V. , Barfuß H. Rafaely B. , Kellermann W. Enhanced robot audition by dynamic acoustic sensing in moving humanoids IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Brisbane 19. April 2015 - 24. April 2015 )10.1109/ICASSP.2015.7179048 Download Deleforge A. Kellermann W. Phase-optimized K-SVD for signal extraction from underdetermined multichannel sparse mixtures IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Brisbane 19. April 2015 - 24. April 2015 )10.1109/ICASSP.2015.7177990 Download Schwarz A. Hümmer C. Maas R. Kellermann W. Spatial diffuseness features for DNN-based speech recognition in noisy and reverberant environments IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Brisbane 19. April 2015 - 24. April 2015 )10.1109/ICASSP.2015.7178798 Download Anderson C. , Meier S. Kellermann W. Teal PD. , Poletti MA. :TRINICON-BSS system incorporating robust dual beamformers for noise reduction IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brisbane 19. April 2015 - 24. April 2015 )10.1109/ICASSP.2015.7178025 Download Schwarz A. , Hümmer C. , Maas R. Kellermann W. Real-time dereverberation for deep neural network speech recognition Jahrestagung für Akustik (DAGA) (Nuremberg 16. March 2015 - 19. March 2015 )10.13140/RG.2.1.3660.0480 Download Hofmann C. Kellermann W. Wave-domain transforms for irregular loudspeaker array topologies Jahrestagung für Akustik (DAGA) (Nuremberg 16. March 2015 - 19. March 2015 )Download Shi L. Söll C. Bänisch A. Weigel R. Seiler J. Ußmüller T. Concept for a CMOS Image Sensor Suited for Analog Image Pre-Processing Friday Workshop on Heterogeneous Architectures and Design Methods for Embedded Image Systems (Grenoble 13. March 2015 - 13. March 2015 )In: DATE Friday Workshop on Heterogeneous Architectures and Design Methods for Embedded Image Systems 2015 Download Wojaczek P. Laumer M. Amon P. , Hutter A. , Kaup A. Hybrid person detection and tracking in H.264/AVC video streams 10th International Conference on Computer Vision Theory and Applications, VISAPP 2015 (Berlin 11. March 2015 - 14. March 2015 )10.5220/0005296704780485 Download Rabenstein R. Design of a molecular communication channel by modelling enzyme kinetics 8th Vienna International Conference on Mathematical Modelling, MATHMOD 2015 (Vienna 17. February 2015 - 20. February 2015 )10.1016/j.ifacol.2015.05.054 Download Luis Valero M. Mabande E. Habets E. :A state-space partitioned-block adaptive filter for echo cancellation using inter-band correlations in the Kalman gain computation 40th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 (Brisbane 19. April 2015 - 24. April 2015 )In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) , Queensland, Australia 2015 10.1109/ICASSP.2015.7178039 Download Hahn C. Luther M. Glücker P. :The Influence of Phase Disposition of AC Grids on the Harmonic Distortion of Line-Commutated Converter based HVDC Systems Development of Electricity Infrastructures in Sub-Saharan Africa (Cape Town (South Africa) 26. October 2015 - 30. October 2015 )In: International CIGRÉ Symposium 2015 http://www.ees.eei.fau.de/down/pub/ch/2015_pub_ch_CIGRE_Kapstadt.pdf Download
Thesis
Publications 2014 Publications 2014
Journal Articles
Keinert J. , Schöberl M. Ziegler M. , Zilly F. , Foessel S. :High-Dynamic Range Video Cameras Based on Single Shot Non-Regular Sampling SMPTE Motion Imaging Journal 8 2014 ), p. 49-54 ISSN: 1545-0279 http://journal.smpte.org/content/123/8/49.abstract Download Koloda J. Peinado A. , Sánchez V. :Kernel-based MMSE Multimedia Signal Reconstruction and its Application to Spatial Error Concealment IEEE Transactions on Multimedia 16 2014 ), p. 1729-1738 ISSN: 1520-9210 10.1109/TMM.2014.2330314 Download Zilly F. , Ziegler M. , Keinert J. , Schöberl M. Foessel S. :Computational Imaging for Stop-Motion Animated Video Productions The Best of IET and IBC 6 2014 ), p. 14-19 ISSN: 2041-5923 10.1049/ib.2014.0039 http://www.theiet.org/communities/multimedia/ibc/2014.cfm Download Yammine G. Wige E. Simmet F. , Niederkorn D. , Kaup A. A Novel Similarity-Invariant Line Descriptor and Matching Algorithm for Fast and Robust Global Motion Estimation in Navigation Video Sequences IEEE Transactions on Circuits and Systems For Video Technology 24 2014 ), p. 1323-1335 ISSN: 1051-8215 10.1109/TCSVT.2014.2302874 Download Wige E. Yammine G. Amon P. , Hutter A. , Kaup A. In-loop noise-filtered prediction for high efficiency video coding IEEE Transactions on Circuits and Systems For Video Technology 24 2014 ), p. 1142-1155 ISSN: 1051-8215 10.1109/TCSVT.2014.2302377 Download Reindl K. Meier S. Barfuß H. Kellermann W. Minimum mutual information-based linearly constrained broadband signal extraction IEEE Transactions on Audio Speech and Language Processing 22 2014 ), p. 1096-1108 ISSN: 1558-7916 10.1109/TASLP.2014.2319155 Download van Luong H. Raket LL. , Forchhammer S. :Re-estimation of Motion and Reconstruction for Distributed Video Coding IEEE Transactions on Image Processing 2014 ), p. 2804-2819 ISSN: 1057-7149 10.1109/TIP.2014.2320364 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6805643&queryText=Reestimation+of+Motion+and+Reconstruction+for+Distributed+Video+Coding Download Zheng Y. Reindl K. Kellermann W. Analysis of dual-channel ICA-based blocking matrix for improved noise estimation EURASIP Journal on Advances in Signal Processing 2014 2014 ), p. 1-24 ISSN: 1687-6172 10.1186/1687-6180-2014-26 Download Deleforge A. Forbes F. , Horaud R. :High-dimensional regression with gaussian mixtures and partially-latent response variables Statistics and Computing 25 2014 ), p. 1-19 ISSN: 0960-3174 10.1007/s11222-014-9461-5 Download Bätz M. Richter T. Garbas JU. , Papst A. , Seiler J. Kaup A. High Dynamic Range Video Reconstruction from a Stereo Camera Setup Signal Processing-Image Communication 29 2014 ), p. 191-202 ISSN: 0923-5965 10.1016/j.image.2013.08.016 Download Meng L. , Liang J. , Samarawickrama U. , Zhao Y. , Bai H. , Kaup A. Multiple description coding with randomly and uniformly offset quantizers IEEE Transactions on Image Processing 23 2014 ), p. 582-595 ISSN: 1057-7149 10.1109/TIP.2013.2288928 Download Annibale P. Rabenstein R. Closed-form estimation of the speed of propagating waves from time measurements Multidimensional Systems and Signal Processing 25 2014 ), p. 361-378 ISSN: 0923-6082 10.1007/s11045-013-0231-x Download Markovic D. , Kowalczyk K. Antonacci F. , Hofmann C. Sarti A. , Kellermann W. Estimation of acoustic reflection coefficients through pseudospectrum matching IEEE/ACM Transactions on Audio, Speech and Language Processing 22 2014 ), p. 125-137 ISSN: 2329-9290 10.1109/TASLP.2013.2285483 Download Ahrens J. , Rabenstein R. Spors S. :Sound Field Synthesis for Audio Presentation Acoustics Today 10 2014 ), p. 15-25 ISSN: 1557-0215 Download Rabenstein R. Velten J. :Special issue on multidimensional signal processing applications Multidimensional Systems and Signal Processing 25 2014 ), p. 245-246 ISSN: 0923-6082 10.1007/s11045-013-0272-1 Download
Book Contributions
Edited Volumes
Conference Contributions
Bätz M. Eichenseer A. Jonscher M. Seiler J. Kaup A. Accelerated Hybrid Image Reconstruction for Non-Regular Sampling Color Sensors IEEE International Conference on Visual Communications and Image Processing (VCIP) (Valletta 7. December 2014 - 10. December 2014 )10.1109/VCIP.2014.7051543 Download Schnurrer W. Tröger T. Richter T. Seiler J. Kaup A. Efficient lossless coding of highpass bands from block-based motion compensated wavelet lifting using JPEG 2000 IEEE Int. Conf. on Visual Communications and Image Processing (VCIP) (Valletta 7. December 2014 - 10. December 2014 )10.1109/VCIP.2014.7051590 Download Jonscher M. Seiler J. Richter T. Kaup A. Reducing Randomness of Non-Regular Sampling Masks for Image Reconstruction IEEE International Conference on Visual Communications and Image Processing (VCIP) (Valletta 7. December 2014 - 10. December 2014 )10.1109/VCIP.2014.7051555 Download Hümmer C. Hofmann C. Maas R. Kellermann W. The significance-aware EPFES to estimate a memoryless preprocessor for nonlinear acoustic echo cancellation IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Atlanta, GA 3. December 2014 - 5. December 2014 )10.1109/GlobalSIP.2014.7032179 Download Schnurrer W. Richter T. Seiler J. Herglotz C. Kaup A. 3-D mesh compensated wavelet lifting for 3-D+t medical CT data IEEE International Conference on Image Processing (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025737 Download Koloda J. Seiler J. Kaup A. Sanchez V. , Peinado A. :An error-based recursive filling ordering for image error concealment IEEE International Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025509 Download Eichenseer A. Kaup A. Coding of Distortion-Corrected Fisheye Video Sequences Using H.265/HEVC IEEE International Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )In: Proc. of IEEE International Conference on Image Processing (ICIP) 2014 10.1109/ICIP.2014.7025839 Download Ziegler M. , Zilly F. , Schäfer P. , Keinert J. , Schöberl M. Foessel S. :Dense lightfield reconstruction from multi aperture cameras IEEE International Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025388 http://icip2014.wp.mines-telecom.fr/ Download Herglotz C. Springer D. Kaup A. Modeling the Energy Consumption of HEVC P- and B-Frame Decoding Intl. Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )In: Proc. of Intl. Conf. on Image Processing (ICIP) 2014 10.1109/ICIP.2014.7025743 Download Springer D. Schnurrer W. Weinlich A. Heindel A. Seiler J. Kaup A. Open source HEVC analyzer for rapid prototyping (HARP) IEEE International Conference on Image Processing (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025443 Download Jonscher M. Seiler J. Richter T. Bätz M. Kaup A. Reconstruction of Images Taken by a Pair of Non-Regular Sampling Sensors Using Correlation Based Matching IEEE International Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025582 Download Heindel A. Wige E. Kaup A. Sample-based Weighted Prediction for Lossless Enhancement Layer Coding in SHVC IEEE International Conference on Image Processing (ICIP) (Paris 27. October 2014 - 30. October 2014 )10.1109/ICIP.2014.7025742 Download Löllmann H. Barfuß H. Deleforge A. Kellermann W. Challenges in Acoustic Signal Enhancement for Human-Robot Communication 11. ITG Fachtagung Sprachkommunikation (Erlangen 24. September 2014 - 26. September 2014 )http://lms.lnt.de/itgspeech2014/ Download Schwarz A. Hofmann C. Kellermann W. Combined nonlinear echo cancellation and residual echo suppression 11. ITG Symposium on Speech Communication (Erlangen 24. September 2014 - 26. September 2014 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84939534751∨igin=inward Download Jonscher M. Seiler J. Kaup A. Declipping of Speech Signals Using Frequency Selective Extrapolation 11. ITG Conference on Speech Communication (Erlangen 24. September 2014 - 26. September 2014 )Download Meier S. Kellermann W. Impact of coding noise on the convergence of blind source separation 11. ITG Conference on Speech Communication (Erlangen 24. September 2014 - 26. September 2014 )http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6926051&tag=1 Download Maas R. Hümmer C. Hofmann C. Kellermann W. On Bayesian networks in speech signal processing 11. ITG Symposium on Speech Communication (Erlangen 24. September 2014 - 26. September 2014 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84939547913∨igin=inward Download Springer D. Herglotz C. Simmet F. , Niederkorn D. , Kaup A. Real-time motion classification of HD video sequences on embedded systems 6th European Embedded Design in Education and Research Conference, EDERC 2014 (Milano 11. September 2014 - 12. September 2014 )10.1109/EDERC.2014.6924379 Download Barfuß H. Kellermann W. An adaptive microphone array topology for target signal extraction with humanoid robots International Workshop on Acoustic Signal Enhancement (IWAENC) (Antibes - Juan les Pins 8. September 2014 - 11. September 2014 )10.1109/IWAENC.2014.6953315 Download Schwarz A. Kellermann W. Unbiased coherent-to-diffuse ratio estimation for dereverberation International Workshop on Acoustic Signal Enhancement (IWAENC) (Antibes - Juan les Pins 8. September 2014 - 11. September 2014 )10.1109/IWAENC.2014.6953306 Download Zilly F. , Ziegler M. , Keinert J. , Schöberl M. Foessel S. :Computational Imaging for Stop-Motion Animated Video Productions International Broadcast Convention (IBC) Conference (Amsterdam 11. September 2014 - 15. September 2014 )10.1049/ib.2014.0039 http://www.ibc.org/page.cfm/link=9 Download Deleforge A. Forbes F. , Horaud R. :Hyper-spectral image analysis with partially-latent regression 22nd European Signal Processing Conference (EUSIPCO) (Lisbon 1. September 2014 - 5. September 2014 )Download Deleforge A. Drouard V. , Girin L. , Horaud R. :Mapping sounds onto images using binaural spectrograms 22nd European Signal Processing Conference (EUSIPCO) (Lisbon 1. September 2014 - 5. September 2014 )Download Heindel A. Wige E. Kaup A. Analysis of prediction algorithms for residual compression in a lossy to lossless scalable video coding system based on HEVC Applications of Digital Image Processing XXXVII (San Diego, CA 17. August 2014 - 21. August 2014 )10.1117/12.2061597 Download Maas R. Hümmer C. Schwarz A. Hofmann C. Kellermann W. A Bayesian network view on linear and nonlinear acoustic echo cancellation 2nd IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 (Xi'an 9. July 2014 - 13. July 2014 )10.1109/ChinaSIP.2014.6889292 Download Zamaninezhad L. , Annibale P. Rabenstein R. Localization of environmental reflectors from a single measured transfer function 6th International Symposium on Communications, Control and Signal Processing, ISCCSP 2014 (Athens 21. May 2014 - 23. May 2014 )10.1109/ISCCSP.2014.6877839 Download Anderson C. , Meier S. Kellermann W. Teal PD. , Poletti MA. :A GPU-accelerated real-time implementation of TRINICON-BSS for multiple separation units Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (Nancy 12. May 2014 - 14. May 2014 )10.1109/HSCMA.2014.6843260 Download Sehr A. , Barfuß H. Hofmann C. Maas R. Kellermann W. Efficient training of acoustic models for reverberation-robust medium-vocabulary automatic speech recognition Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) (Nancy 12. May 2014 - 14. May 2014 )10.1109/HSCMA.2014.6843275 Download Koloda J. Seiler J. Kaup A. Sanchez V. , Peinado A. :Frequency selective extrapolation with residual filtering for image error concealment 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 (Florence 4. May 2014 - 9. May 2014 )10.1109/ICASSP.2014.6853944 Download Richter T. Jonscher M. Seiler J. Kaup A. Reconstruction of multiview images taken with non-regular sampling sensors 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 (Florence 4. May 2014 - 9. May 2014 )10.1109/ICASSP.2014.6854713 Download Hofmann C. Hümmer C. Kellermann W. Significance-aware Hammerstein group models for nonlinear acoustic echo cancellation 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Florence 4. May 2014 - 9. May 2014 )10.1109/ICASSP.2014.6854742 Download Hümmer C. Hofmann C. Maas R. Schwarz A. Kellermann W. The elitist particle filter based on evolutionary strategies as novel approach for nonlinear acoustic echo cancellation 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Florence 4. May 2014 - 9. May 2014 )10.1109/ICASSP.2014.6853810 Download Berschneider S. Herglotz C. Reichenbach M. Fey D. Kaup A. Estimating Video Decoding Energies And Processing Times Utilizing Virtual Hardware 3PMCES Workshop. Design, Automation & Test in Europe (DATE) (Dresden 24. March 2014 - 28. March 2014 )Download Schwarz A. , Brendel A. , Kellermann W. Coherence-based dereverberation for automatic speech recognition Deutsche Jahrestagung für Akustik (DAGA) (Oldenburg 10. March 2014 - 13. March 2014 )Download Keinert J. , Wetzel M. , Schöberl M. Schäfer P. , Zilly F. , Bätz M. Foessel S. , Kaup A. Cost-effective multi-camera array for high quality video with very high dynamic range Digital Photography X (San Francisco, CA 2. February 2014 - 6. February 2014 )10.1117/12.2039563 Download Chakrabarty S. Kowalczyk K. Taseska M. Habets E. :Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Florence 4. May 2014 - 9. May 2014 )In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) , Florence, Italy 2014 10.1109/ICASSP.2014.6855047 Download Herre J. Hilpert J. , Kuntz A. , Plogsties J. :MPEG-H Audio - The Upcoming Standard for Universal Spatial / 3D Audio Coding International Conference on Spatial Audio (ICSA) 2014 (Erlangen 21. February 2014 - 23. February 2014 )In: Proceedings, International Conference on Spatial Audio (ICSA 2014) 2014 http://www.vdtshop.de/ICSA2014046 Download
Thesis
Publications 2013 Publications 2013
Authored Books
Journal Articles
Mabande E. Kowalczyk K. Sun H. , Kellermann W. Room geometry inference based on spherical microphone array eigenbeam processing Journal of the Acoustical Society of America 134 2013 ), p. 2773-2789 ISSN: 0001-4966 10.1121/1.4820895 Download Keinert J. , Schöberl M. Ziegler M. , Zilly F. , Foessel S. :High-Dynamic Range Video Cameras Based on Single Shot Non-Regular Sampling The Best of IET and IBC 5 2013 ), p. 31-37 ISSN: 2041-5923 10.5594/j18487 http://www.theiet.org/communities/multimedia/ibc/2013.cfm Download Koloda J. Østergaard J. , Jensen S. , Peinado A. , Sánchez V. :Sequential Error Concealment for Video/Images by Sparse Linear Prediction IEEE Transactions on Multimedia 15 2013 ), p. 957-969 ISSN: 1520-9210 10.1109/TMM.2013.2238524 Download Koloda J. Sánchez V. , Peinado A. :Spatial Error Concealment Based on Edge Visual Clearness for Image/Video Communication Circuits Systems and Signal Processing 32 2013 ), p. 815-824 ISSN: 0278-081X 10.1007/s00034-012-9504-0 Download Azpicueta-Ruiz LA. , Zeller M. Figueiras-Vidal AR. , Kellermann W. Arenas-Garcia J. :Enhanced adaptive Volterra filtering by automatic attenuation of memory regions and its application to acoustic echo cancellation IEEE Transactions on Signal Processing 61 2013 ), p. 2745-2750 ISSN: 1053-587X 10.1109/TSP.2013.2251340 Download Annibale P. Filos J. , Naylor PA. , Rabenstein R. TDOA-based speed of sound estimation for air temperature and room geometry inference IEEE Transactions on Audio Speech and Language Processing 21 2013 ), p. 234-246 ISSN: 1558-7916 10.1109/TASL.2012.2217130 Download Kowalczyk K. Habets E. , Kellermann W. Naylor PA. :Blind system identification using sparse learning for TDOA estimation of room reflections IEEE Signal Processing Letters 20 2013 ), p. 653-656 ISSN: 1070-9908 10.1109/LSP.2013.2261059 Download
Conference Contributions
van Luong H. Forchhammer S. , Slowack J. , De Cock J. , Van de Walle R. :Adaptive Mode Decision with Residual Motion Compensation for Distributed Video Coding Picture Coding Symposium (PCS) (San Jose, California 8. December 2013 - 11. December 2013 )10.1109/PCS.2013.6737706 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6737706&searchWithin=p_Authors:.QT.Van+Luong,+H..QT. Download Zhai G. , Kaup A. Wang J. , Yang X. :A dual-model approach to blind quality assessment of noisy images 2013 Picture Coding Symposium, PCS 2013 (San Jose, CA 8. December 2013 - 11. December 2013 )10.1109/PCS.2013.6737675 Download Heindel A. Wige E. Kaup A. Sample-based Weighted Prediction for Lossless Enhancement Layer Coding in HEVC Grand Challenge at Picture Coding Symposium (PCS) (San José, CA 8. December 2013 )Download Wige E. Yammine G. Amon P. , Hutter A. , Kaup A. Sample-based weighted prediction with directional template matching for HEVC lossless coding 2013 Picture Coding Symposium, PCS 2013 (San Jose, CA 8. December 2013 - 11. December 2013 )10.1109/PCS.2013.6737744 Download Springer D. , Frank M. , Simmet F. , Niederkorn D. , Kaup A. Spiral search based fast rotation estimation for efficient HEVC compression of navigation video sequences 2013 Picture Coding Symposium, PCS 2013 (San Jose, CA 8. December 2013 - 11. December 2013 )10.1109/PCS.2013.6737718 Download Weinlich A. , Bätz M. Amon P. , Hutter A. , Kaup A. Volumetric deformation compensation in CUDA for coding of dynamic cardiac images 2013 Picture Coding Symposium, PCS 2013 (San Jose, CA 8. December 2013 - 11. December 2013 )10.1109/PCS.2013.6737715 Download Zhai G. , Kaup A. Wang J. , Yang X. :Retina model inspired image quality assessment 2013 IEEE International Conference on Visual Communications and Image Processing, IEEE VCIP 2013 (Kuching, Sarawak 17. November 2013 - 20. November 2013 )10.1109/VCIP.2013.6706367 Download Foessel S. , Zilly F. , Schöberl M. Schäfer P. , Ziegler M. , Keinert J. :Light-field Acquisition and Processing System for Film Productions SMPTE Annual Technical Conference (Hollywood, CA 22. October 2013 - 24. October 2013 )10.5594/M001534 http://www.smpte.org/atc2013 Download Reindl K. Markovich-Golan S. , Barfuß H. Gannot S. , Kellermann W. Geometrically constrained TRINICON-based relative transfer function estimation in underdetermined scenarios IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 20. October 2013 - 23. October 2013 )10.1109/WASPAA.2013.6701822 Download Schwarz A. Hofmann C. Kellermann W. Spectral feature-based nonlinear residual echo suppression IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 20. October 2013 - 23. October 2013 )10.1109/WASPAA.2013.6701825 Download Kinoshita K. , Delcroix M. , Yoshioka T. , Nakatani T. , Habets E. , Haeb-Umbach R. , Leutnant V. , Sehr A. , Kellermann W. Maas R. Gannot S. , Raj B. :The REVERB challenge: Acommon evaluation framework for dereverberation and recognition of reverberant speech IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY 20. October 2013 - 23. October 2013 )10.1109/WASPAA.2013.6701894 Download Springer D. Simmet F. , Niederkorn D. , Kaup A. Motion vector analysis based homography estimation for efficient HEVC compression of 2D and 3D navigation video sequences 2013 20th IEEE International Conference on Image Processing, ICIP 2013 (Melbourne, VIC 15. September 2013 - 18. September 2013 )10.1109/ICIP.2013.6738359 Download Schulze D. , Bachmann M. Borla-Tridon D. , Zink M. , Krieger G. :TanDEM-X Acquisition Planning and DEM Performance in the Third Year of Operation CSA Advanced SAR Workshop (ASAR) (Montreal 15. October 2013 - 17. October 2013 )In: CSA Advanced SAR Workshop (ASAR) 2013 https://elib.dlr.de/85376/ Download Yammine G. Wige E. Simmet F. , Niederkorn D. , Kaup A. A novel similarity-invariant line descriptor for geometric map registration 2013 20th IEEE International Conference on Image Processing, ICIP 2013 (Melbourne, VIC 15. September 2013 - 18. September 2013 )10.1109/ICIP.2013.6738621 Download Zilly F. , Schöberl M. Schäfer P. , Ziegler M. , Keinert J. , Foessel S. :Light-field acquisition system allowing camera viewpoint and depth of field compositing in post-production International Broadcast Convention Conference (IBC) (Amsterdam 12. September 2013 - 17. September 2013 )10.1049/ibc.2013.0020 http://www.ibc.org/page.cfm/link=9 Download Weinlich A. , Rehm J. , Amon P. , Hutter A. , Kaup A. Massively parallel lossless compression of medical images using least-squares prediction and arithmetic coding 2013 20th IEEE International Conference on Image Processing, ICIP 2013 (Melbourne, VIC 15. September 2013 - 18. September 2013 )10.1109/ICIP.2013.6738346 Download Wige E. Yammine G. Amon P. , Hutter A. , Kaup A. Pixel-based averaging predictor for HEVC lossless coding 2013 20th IEEE International Conference on Image Processing, ICIP 2013 (Melbourne, VIC 15. September 2013 - 18. September 2013 )10.1109/ICIP.2013.6738372 Download Seiler J. Schöberl M. Kaup A. Spatio-temporal error concealment in video by denoised temporal extrapolation refinement 2013 20th IEEE International Conference on Image Processing, ICIP 2013 (Melbourne 15. September 2013 - 18. September 2013 )10.1109/ICIP.2013.6738332 https://arxiv.org/abs/2207.03774 Download Annibale P. Rabenstein R. Kreissig M. , Yang B. :Joint consistent graph synthesis and speed of sound estimation for acoustic localization in multi-source reverberant environments 8th International Workshop on Multidimensional Systems (nDS 2013) (Erlangen 9. September 2013 - 11. September 2013 )In: 8th International Workshop on Multidimensional Systems (nDS 2013) , Erlangen, Germany 2013 Download Brandenburg K. , Schneider M. Franck A. , Kellermann W. Brix S. :Intelligent multichannel signal processing for future audio reproduction systems AES International Conference 2013: Sound Field Control (Guildford 2. September 2013 - 4. September 2013 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84897552183∨igin=inward Download Keinert J. , Schöberl M. Ziegler M. , Zilly F. , Foessel S. :High Dynamic Range Video Cameras Based on Single Shot Non-Regular Sampling International Broadcast Convention Conference (IBC) (Amsterdam 12. September 2013 )http://www.ibc.org/page.cfm/link=9 Download Sehr A. , Yoshioka T. , Delcroix M. , Kinoshita K. , Nakatani T. , Maas R. Kellermann W. Conditional emission densities for combining speech enhancement and recognition systems Annual Conference of the International Speech Communication Association (Interspeech) (Lyon 25. August 2013 - 29. August 2013 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84906212744∨igin=inward Download Zilly F. , Schöberl M. Schäfer P. , Ziegler M. , Keinert J. , Foessel S. :Lightfield Media Production System using Sparse Angular Sampling ACM SIGGRAPH (Annaheim 21. July 2013 - 25. July 2013 )10.1145/2503385.2503497 http://s2013.siggraph.org/ Download Schnurrer W. Seiler J. Kaup A. Improving block-based compensated wavelet lifting by reconstructing unconnected pixels 2013 International Symposium on Signals, Circuits and Systems, ISSCS 2013 (Iasi 11. July 2013 - 12. July 2013 )10.1109/ISSCS.2013.6651186 Download Herglotz C. Springer D. Eichenseer A. Kaup A. Modeling the energy consumption of HEVC intra decoding 2013 20th International Conference on Systems, Signals and Image Processing, IWSSIP 2013 (Bucharest 7. July 2013 - 9. July 2013 )10.1109/IWSSIP.2013.6623457 http://arxiv.org/abs/2203.01755 Download Reindl K. Kellermann W. Linearly-constrained multichannel interference suppression algorithms derived from a minimum mutual information criterion IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) (Beijing 6. July 2013 - 10. July 2013 )10.1109/ChinaSIP.2013.6625345 Download Maas R. Sehr A. , Yoshioka T. , Delcroix M. , Kinoshita K. , Nakatani T. , Kellermann W. Formulation of the REMOS concept from an uncertainty decoding perspective International Conference on Digital Signal Processing (DSP) (Santorini 1. July 2013 - 3. July 2013 )10.1109/ICDSP.2013.6622698 Download Schneider M. Kellermann W. Large-scale multiple input/multiple output system identification in room acoustics 21st International Congress on Acoustics, ICA 2013 - 165th Meeting of the Acoustical Society of America (Montreal, QC 2. June 2013 - 7. June 2013 )10.1121/1.4801402 Download Maas R. Thippur A. , Sehr A. , Kellermann W. An uncertainty decoding approach to noise- and reverberation-robust speech recognition IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Vancouver, BC 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6639098 Download Zhai G. , Kaup A. Comparative image quality assessment using free energy minimization 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 (Vancouver, BC 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6637980 Download Meng L. , Liang J. , Zhao Y. , Bai H. , Lin C. , Kaup A. M-channel multiple description coding based on uniformly offset quantizers with optimal deadzone 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 (Vancouver, BC 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6638009 Download Koloda J. Peinado A. , Sánchez V. :On the Application of Multivariate Kernel Density Estimation to Image Error Concealment IEEE International Conference on Acoustics, Speech and Signal Processing (Vancouver 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6637867 Download Springer D. Simmet F. , Niederkorn D. , Kaup A. Robust Rotational Motion Estimation for efficient HEVC compression of 2D and 3D navigation video sequences 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 (Vancouver, BC 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6637877 Download Deleforge A. Forbes F. , Horaud R. :Variational EM for binaural sound-source separation and localization IEEE International Conference on Acoustics, Speech and Signal Processing (Vancouver 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6637612 Download Schneider M. Hümmer C. Kellermann W. Wave-domain loudspeaker signal decorrelation for system identification in multichannel audio reproduction scenarios IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Vancouver, BC 26. May 2013 - 31. May 2013 )10.1109/ICASSP.2013.6637719 Download Meng L. , Liang J. , Samarawickrama U. , Zhao Y. , Bai H. , Kaup A. Multiple description coding with randomly offset quantizers 2013 IEEE International Symposium on Circuits and Systems, ISCAS 2013 (Beijing 19. May 2013 - 23. May 2013 )10.1109/ISCAS.2013.6571832 Download Hofmann C. Sehr A. Sahoo SK. , Maas R. Kellermann W. New results on automatic speech recognition in extremely reverberant environments AIA-DAGA Conference on Acoustics (Merano 18. March 2013 - 21. March 2013 )Download Schneider M. Kellermann W. On the influence of loudspeaker and microphone array geometries on the limits for listening room equalization in a spatial continuum AIA-DAGA Conference on Acoustics (Merano 18. March 2013 - 21. March 2013 )Download Bürger M. Reindl K. , Nordholm S. , Kellermann W. Some results on the objective assessment of speech quality for speech enhancement algorithms AIA-DAGA Conference on Acoustics (Merano 18. March 2013 - 21. March 2013 )Download Richter T. Wige E. Kaup A. BM3D-verfeinerte Zwischenbildsynthese für unterschiedlich aufgelöste Referenzansichten 15. ITG-Fachtagung für Elektronische Medien (Dortmund 26. February 2013 - 27. February 2013 )In: 15. ITG-Fachtagung für Elektronische Medien , Dortmund, Deutschland 2013 10.17877/DE290R-5368 Download Wige E. , Heindel A. Kaup A. Formangepasste diskrete Cosinus Transformation für die Prädiktionsverbesserung im HEVC 15. ITG-Fachtagung für Elektronische Medien (Dortmund 26. February 2013 - 27. February 2013 )In: 15. ITG-Fachtagung für Elektronische Medien , Dortmund, Deutschland 2013 10.17877/DE290R-14782 Download Laumer M. Amon P. , Hutter A. , Kaup A. Compressed domain moving object detection based on H.264/AVC macroblock types 8th International Conference on Computer Vision Theory and Applications, VISAPP 2013 (Barcelona 21. February 2013 - 24. February 2013 )10.5220/0004296602190228 Download Weinlich A. , Amon P. , Hutter A. , Kaup A. Near-lossless compression of computed tomography images using predictive coding with distortion optimization SPIE Medical Imaging 2013: Image Processing (Lake Buena Vista, Florida 9. February 2013 - 14. February 2013 )10.1117/12.2006931 Download Brückner A. , Schöberl M. Diffraction and photometric limits in today's miniature digital camera systems SPIE Photonics West - MOEMS and Miniaturized Systems XII (San Francisco 4. February 2013 )In: Proc. SPIE 8616 2013 10.1117/12.2003819 http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1668298 Download Schöberl M. Keinert J. , Ziegler M. , Seiler J. Niehaus M. , Schuller G. , Kaup A. Foessel S. :Evaluation of a high dynamic range video camera with non-regular sensor SPIE Electronic Imaging - Digital Photography IX (San Francisco 3. February 2013 - 7. February 2013 )10.1117/12.2004258 http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1568617 Download
Thesis
Publications 2012 Publications 2012
Journal Articles
Sundar H. , Sreenivas TV. , Kellermann W. Identification of active sources in single-channel convolutive mixtures using known source models IEEE Signal Processing Letters 20 2012 ), p. 153-156 ISSN: 1070-9908 10.1109/LSP.2012.2236314 Download Christensen MG. , Rabenstein R. New entries to the SPL EDICS for audio and acoustic signal processing IEEE Signal Processing Letters 19 2012 ), p. 918-921 ISSN: 1070-9908 10.1109/LSP.2012.2224516 Download van Luong H. Raket LL. , Huang X. , Forchhammer S. :Side Information and Noise Learning for Distributed Video Coding Using Optical Flow and Clustering IEEE Transactions on Image Processing 21 2012 ), p. 4782-4796 ISSN: 1057-7149 10.1109/TIP.2012.2215621 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6287585 Download Yoshioka T. , Sehr A. , Delcroix M. , Kinoshita K. , Maas R. Nakatani T. , Kellermann W. Making machines understand us in reverberant rooms: Robustness against reverberation for automatic speech recognition IEEE Signal Processing Magazine 29 2012 ), p. 114-126 ISSN: 1053-5888 10.1109/MSP.2012.2205029 Download Schöberl M. Brückner A. , Foessel S. , Kaup A. Photometric limits for digital camera systems Journal of Electronic Imaging 21 2012 ), Article No.: 020501 ISSN: 1560-229X 10.1117/1.JEI.21.2.020501 Download Reindl K. Zheng Y. Schwarz A. Meier S. Maas R. Sehr A. Kellermann W. A stereophonic acoustic signal extraction scheme for noisy and reverberant environments Computer Speech and Language 27 2012 ), p. 726-745 ISSN: 0885-2308 10.1016/j.csl.2012.07.011 Download Schöberl M. Seiler J. Kaup A. Nowak A. :Auflösungserhöhung durch nichtregelmäßige Abtastung Fachzeitschrift für Fernsehen, Film und elektronische Medien 4 2012 ), p. 202-205 ISSN: 1430-9947 Download Sun H. , Kellermann W. Mabande E. Kowalczyk K. Localization of distinct reflections in rooms using spherical microphone array eigenbeam processing Journal of the Acoustical Society of America 131 2012 ), p. 2828-2840 ISSN: 0001-4966 10.1121/1.3688476 Download Rabenstein R. Steffen P. :Numerical iterative methods and repetitive processes Multidimensional Systems and Signal Processing 23 2012 ), p. 163-183 ISSN: 0923-6082 10.1007/s11045-010-0115-2 Download Blauert J. , Rabenstein R. Providing surround sound with loudspeakers: A synopsis of current methods Archives of Acoustics 37 2012 ), p. 5-18 ISSN: 0137-5075 10.2478/v10168-012-0002-y Download
Book Contributions
Quast K. Kaup A. Shape Adaptive Mean Shift Object Tracking Using Gaussian Mixture Models In: N. Adami, A. Cavallaro, R. Leonardi, P. Migliorati (ed.): Analysis, Retrieval and Delivery of Multimedia Content New York, NY Springer 2012 , p. 107-122 (Lecture Notes in Electrical Engineering, Vol.158)ISBN: 978-1-4614-3831-1 10.1007/978-1-4614-3831-1_7 Download
Conference Contributions
Yoshioka T. , Sehr A. Delcroix M. , Kinoshita K. , Maas R. Nakatani T. , Kellermann W. Survey on approaches to speech recognition in reverberant environments Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) (Los Angeles 3. December 2012 - 6. December 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84874408684∨igin=inward Download Schnurrer W. Seiler J. Wige E. Kaup A. Analysis of displacement compensation methods for wavelet lifting of medical 3-D thorax CT volume data 2012 IEEE Visual Communications and Image Processing, VCIP 2012 (San Diego, CA 27. November 2012 - 30. November 2012 )10.1109/VCIP.2012.6410751 Download Weinlich A. , Amon P. , Hutter A. , Kaup A. Edge modeling prediction for computed tomography images 2012 IEEE Visual Communications and Image Processing, VCIP 2012 (San Diego, California 27. November 2012 - 30. November 2012 )10.1109/VCIP.2012.6410795 Download Wige E. Yammine G. Schnurrer W. Kaup A. Mode adaptive reference frame denoising for high fidelity compression in HEVC 2012 IEEE Visual Communications and Image Processing, VCIP 2012 (San Diego, CA 27. November 2012 - 30. November 2012 )10.1109/VCIP.2012.6410777 Download Richter T. Kaup A. Multiview Super-Resolution Using High-Frequency Synthesis in Case of Temporally Subsampled Depth Information 2012 IEEE Visual Communications and Image Processing, VCIP 2012 (San Diego, CA 27. November 2012 - 30. November 2012 )10.1109/VCIP.2012.6410742 Download Koloda J. Peinado A. , Sánchez V. :Speech Reconstruction by Sparse Linear Prediction Advances in Speech and Language Technologies for Iberian Languages (IberSPEECH) (Madrid 21. November 2012 - 23. November 2012 )10.1007/978-3-642-35292-8_26 Download Foessel S. , Schöberl M. Frame rate conversion from higher to lower frame rates in motion picture SMPTE Annual Technical Conference - Symposium on High Frame Rates for Digital Cinema (Hollywood, CA 22. October 2012 )Download Gao Y. , Cheung G. , Liang J. , Kaup A. Optimizing frame structure with real-time computation for interactive multiview video streaming 2012 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video, 3DTV-CON 2012 (Zürich 15. October 2012 - 17. October 2012 )10.1109/3DTV.2012.6365460 Download Schöberl M. Belz J. , Seiler J. Foessel S. , Kaup A. High dynamic range video by spatially non-regular optical filtering 2012 19th IEEE International Conference on Image Processing, ICIP 2012 (Lake Buena Vista, FL 30. September 2012 - 3. October 2012 )10.1109/ICIP.2012.6467470 Download Schneider M. Schuh F. Kellermann W. The generalized frequency-domain adaptive filtering algorithm implemented on a GPU for large-scale multichannel acoustic echo cancellation ITG Symposium on Speech Communication (Braunschweig 26. September 2012 - 28. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84947910354∨igin=inward Download Deleforge A. Horaud R. :2D sound-source localization on the binaural manifold IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2012 (Santander 23. September 2012 - 26. September 2012 )10.1109/MLSP.2012.6349784 Download Schnurrer W. Richter T. Seiler J. Kaup A. Analysis of Mesh-Based Motion Compensation in Wavelet Lifting of Dynamical 3-D+t CT Data IEEE International Workshop on Multimedia Signal Processing (Banff 17. September 2012 - 19. September 2012 )10.1109/MMSP.2012.6343432 Download Yammine G. Khairat A. , Simmet F. , Niederkorn D. , Kaup A. Freeze detection in 2D navigation video sequences overlaid with real satellite images 2012 IEEE 14th International Workshop on Multimedia Signal Processing, MMSP 2012 (Banff, AB 17. September 2012 )10.1109/MMSP.2012.6343413 Download Richter T. , Seiler J. Schnurrer W. Kaup A. Robust super-resolution in a multiview setup based on refined high-frequency synthesis 2012 IEEE 14th International Workshop on Multimedia Signal Processing, MMSP 2012 (Banff, AB 17. September 2012 - 19. September 2012 )10.1109/MMSP.2012.6343407 Download Rabenstein R. Soliton sonification-experiments with the Korteweg-de Vries equation 15th International Conference on Digital Audio Effects, DAFx 2012 (York 17. September 2012 - 21. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84872727762&origin=inward Download Hofmann C. Wolff T. , Buck M. , Haulick T. , Kellermann W. A morphological approach to single-channel wind-noise suppression International Workshop on Acoustic Signal Enhancement (IWAENC) (Aachen 4. September 2012 - 6. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84957677844∨igin=inward Download Schneider M. Kellermann W. Iterative DFT-domain inverse filter determination for adaptive listening room equalization International Workshop on Acoustic Signal Enhancement (IWAENC) (Aachen 4. September 2012 - 6. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84957632858∨igin=inward Download Schwarz A. Reindl K. Kellermann W. On blocking matrix-based dereverberation for automatic speech recognition International Workshop on Acoustic Signal Enhancement (IWAENC) (Aachen 4. September 2012 - 6. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84957707201∨igin=inward Download Marković D. , Hofmann C. Antonacci F. , Kowalczyk K. Sarti A. , Kellermann W. Reflection coefficient estimation by pseudospectrum matching International Workshop on Acoustic Signal Enhancement (IWAENC) (Aachen 4. September 2012 - 6. September 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84899459641∨igin=inward Download Schneider M. Kellermann W. A direct derivation of transforms for wave-domain adaptive filtering based on circular harmonics European Signal Processing Conference (EUSIPCO) (Bucharest 27. August 2012 - 31. August 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84869827623∨igin=inward Download Contan C. , Zeller M. Kellermann W. Topa M. :Excitation-dependent stepsize control of adaptive Volterra filters for acoustic echo cancellation 20th European Signal Processing Conference, EUSIPCO 2012 (Bucharest 27. August 2012 - 31. August 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84869845815∨igin=inward Download Reindl K. Zhang M. , Kellermann W. On the limitations of binaural reproduction of monaural blind source separation output signals European Signal Processing Conference (EUSIPCO) (Bucharest 27. August 2012 - 31. August 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84869859695∨igin=inward Download Annibale P. Rabenstein R. Sound speed estimation from Time of Arrivals: Derivation and comparison with TDOA-based estimation 20th European Signal Processing Conference, EUSIPCO 2012 (Bucharest 27. August 2012 - 31. August 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84869777979∨igin=inward Download Schöberl M. Belz A. , Nowak A. , Seiler J. Kaup A. Foessel S. :Building a High Dynamic Range Video sensor with spatially non-regular optical filtering Applications of Digital Image Processing XXXV (San Diego, CA 12. August 2012 )10.1117/12.928858 Download Reindl K. Zheng Y. Meier S. Schwarz A. Kellermann W. On the impact of signal preprocessing for robust distant speech recognition in adverse acoustic environments IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) (Hong Kong 12. August 2012 - 15. August 2012 )10.1109/ICSPCC.2012.6335732 Download Yammine G. Wige E. Simmet F. , Niederkorn D. , Kaup A. Freeze detection in 2D navigation video sequences by matching of extracted line segments 2012 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2012 (Istanbul 24. July 2012 - 27. July 2012 )10.1109/ICVES.2012.6294329 Download Maas R. Kotha SR. Sehr A. Kellermann W. Combined-order hidden Markov models for reverberation-robust speech recognition 3rd International Workshop on Cognitive Information Processing (CIP) (Baiona 28. May 2012 - 30. May 2012 )10.1109/CIP.2012.6232918 Download Yammine G. Wige E. Simmet F. , Niederkorn D. , Kaup A. Blind frame freeze detection in coded videos 29th Picture Coding Symposium, PCS 2012 (Krakow 7. May 2012 - 9. May 2012 )10.1109/PCS.2012.6213315 Download Springer D. Simmet F. , Niederkorn D. , Kaup A. Compression of 2D and 3D navigation video sequences using skip mode masking of static areas 29th Picture Coding Symposium, PCS 2012 (Krakow 7. May 2012 - 9. May 2012 )10.1109/PCS.2012.6213352 Download van Luong H. Forchhammer S. :Noise Residual Learning for Noise Modeling in Distributed Video Coding Picture Coding Symposium (Krakow 7. May 2012 - 9. May 2012 )10.1109/PCS.2012.6213310 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6213310 Download Schnurrer W. Seiler J. Schoberl M. , Kaup A. On the influence of clipping in lossless predictive and wavelet coding of noisy images 29th Picture Coding Symposium, PCS 2012 (Krakow 7. May 2012 - 9. May 2012 )10.1109/PCS.2012.6213323 Download Annibale P. Filos J. , Naylor PA. , Rabenstein R. Geometric inference of the room geometry under temperature variations 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 (Rome 2. May 2012 - 4. May 2012 )10.1109/ISCCSP.2012.6217852 Download Fink M. , Biswas A. , Kellermann W. Enhanced chroma feature extraction from HE-AAC encoder Audio Engineering Society Convention (Budapest 26. April 2012 - 29. April 2012 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84867558291∨igin=inward Download Koloda J. Østergaard J. , Jensen S. , Peinado A. , Sánchez V. :Sequential Error Concealment for Video/Images by Weighted Template Matching Data Compression Conference (DCC) (Snowbird, Utah 10. April 2012 - 12. April 2012 )10.1109/DCC.2012.24 Download Schwarz A. Reindl K. Kellermann W. A two-channel reverberation suppression scheme based on blind signal separation and Wiener filtering IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto 25. March 2012 - 30. March 2012 )10.1109/ICASSP.2012.6287830 Download Schneider M. Kellermann W. Adaptive listening room equalization using a scalable filtering structure in the wave domain IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto 25. March 2012 - 30. March 2012 )10.1109/ICASSP.2012.6287805 Download Mabande E. Bürger M. Kellermann W. Design of robust polynomial beamformers for symmetric arrays IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto 25. March 2012 - 30. March 2012 )10.1109/ICASSP.2012.6287802 Download Maas R. Habets E. , Sehr A. Kellermann W. On the application of reverberation suppression to robust speech recognition IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto 25. March 2012 - 30. March 2012 )10.1109/ICASSP.2012.6287875 Download Annibale P. Rabenstein R. Speed of sound and air temperature estimation using the TDOA-based localization framework 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 (Kyoto 25. March 2012 - 30. March 2012 )10.1109/ICASSP.2012.6287859 Download Reindl K. Maas R. Schwarz A. Zheng Y. Meier S. Sehr A. Kellermann W. A stereophonic acoustic front-end for distant-talking interfaces based on blind source separation Deutsche Jahrestagung für Akustik (DAGA) (Darmstadt 19. March 2012 - 22. March 2012 )In: Deutsche Jahrestagung für Akustik (DAGA) , Darmstadt, Germany 2012 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.433.2190 Download Maas R. Schwarz A. Reindl K. Zheng Y. Meier S. Sehr A. Kellermann W. Matching the acoustic model to front-end signal processing for ASR in noisy and reverberant environments Deutsche Jahrestagung für Akustik (DAGA) (Darmstadt 19. March 2012 - 22. March 2012 )https://www.researchgate.net/publication/262767652_Matching_the_Acoustic_Model_to_Front-End_Signal_Processing_for_ASR_in_Noisy_and_Reverberant_Environments Download Deleforge A. Horaud R. :A latently constrained mixture model for audio source separation and localization 10th International Conference on Latent Variable Analysis and Signal Separation (Tel Aviv 12. March 2012 - 15. March 2012 )In: Proceedings of th 10th International Conference on Latent Variable Analysis and Source Separation (LVA/ICA), 2012 , Berlin, Heidelberg 2012 10.1007/978-3-642-28551-6_46 Download Deleforge A. Horaud R. :The cocktail party robot: Sound source separation and localisation with an active binaural head 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI) (Boston 5. March 2012 - 8. March 2012 )In: Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction 2012 10.1145/2157689.2157834 Download Weinlich A. , Amon P. , Hutter A. , Kaup A. Representation of deformable motion for compression of dynamic cardiac image data Medical Imaging 2012: Image Processing (San Diego, CA 4. February 2012 - 9. February 2012 )In: Proceedings of SPIE - The International Society for Optical Engineering 8314 2012 10.1117/12.911276 Download Springer D. Simmet F. , Niederkorn D. , Kaup A. Compression of 2D Navigation Views with Rotational and Translational Motion Visual Information Processing and Communication III (San Francisco, CA 22. January 2012 )10.1117/12.911990 Download Schöberl M. Keinert J. , Seiler J. Foessel S. , Kaup A. Defect pixel interpolation for lossy compression of camera raw data SPIE Electronic Imaging - Visual Information Processing and Communication II (San Francisco, CA 24. January 2012 - 26. January 2012 )10.1117/12.907910 Download Richter T. Schöberl M. Seiler J. Tröger T. , Kaup A. Mixed-resolution view synthesis using non-local means refined image merging SPIE Electronic Imaging 2012 - Stereoscopic Displays and Applications XXIII (San Francisco 22. January 2012 - 26. January 2012 )10.1117/12.906552 Download
Thesis
Publications 2011 Publications 2011
Journal Articles
Tröger T. , Kaup A. Inter-sequence error concealment techniques for multi-broadcast TV reception IEEE Transactions on Broadcasting 57 2011 ), p. 777-793 ISSN: 0018-9316 10.1109/TBC.2011.2173813 Download Lombard A. , Zheng Y. Buchner H. , Kellermann W. TDOA estimation for multiple sound sources in noisy and reverberant environments using broadband independent component analysis IEEE Transactions on Audio Speech and Language Processing 19 2011 ), p. 1490-1503 ISSN: 1558-7916 10.1109/TASL.2010.2092765 Download Ernst J. , Schöberl M. Oberflächenstrukturierter Aliasfilter für digitale Kameras Fachzeitschrift für Fernsehen, Film und elektronische Medien 6 2011 ), p. 317-322 ISSN: 1430-9947 http://fkt.schiele-schoen.de/zeitschrift/allgemein/archiv/preview.asp?s=16416 Download Zeller M. Azpicueta-Ruiz LA. , Arenas-Garcia J. , Kellermann W. Adaptive Volterra filters with evolutionary quadratic kernels using a combination scheme for memory control IEEE Transactions on Signal Processing 59 2011 ), p. 1449-1464 ISSN: 1053-587X 10.1109/TSP.2010.2101066 Download Schonfeld D. , Biemond J. , De Haan G. , Kaup A. Introduction to the issue on recent advances in video processing for consumer displays IEEE Journal of Selected Topics in Signal Processing 5 2011 ), p. 213-216 ISSN: 1932-4553 10.1109/JSTSP.2011.2109130 Download Li X. , Amon P. , Hutter A. , Kaup A. Analysis of Inter-Layer Prediction and Hierarchical Prediction Structures in Scalable Video Coding IEEE Transactions on Broadcasting 57 2011 ), p. 66-74 ISSN: 0018-9316 10.1109/TBC.2010.2082370 Download Kowalczyk K. van Walstijn M. , Murphy D. :A Phase Grating Approach to Modeling Surface Diffusion in FDTD Room Acoustics Simulations IEEE Transactions on Audio Speech and Language Processing 19 2011 ), p. 528-537 ISSN: 1558-7916 10.1109/TASL.2010.2051830 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5475232≠wsearch=true&queryText=A Phase Grating Approach to Modeling Surface Diffusion in FDTD Room Acoustics Simulations Download Seiler J. Kaup A. Motion Compensated Three-Dimensional Frequency Selective Extrapolation for improved error concealment in video communication Journal of Visual Communication and Image Representation 22 2011 ), p. 213-225 ISSN: 1047-3203 10.1016/j.jvcir.2010.11.006 https://arxiv.org/abs/2204.12882 Download Garbas JU. , Pesquet-Popescu B. , Kaup A. Methods and tools for wavelet-based scalable multiview video coding IEEE Transactions on Circuits and Systems For Video Technology 21 2011 ), p. 113-126 ISSN: 1051-8215 10.1109/TCSVT.2011.2105552 Download Antonio Azpicueta-Ruiz L. , Zeller M. Ramon Figueiras-Vidal A. , Arenas-Garcia J. , Kellermann W. Adaptive combination of volterra kernels and its application to nonlinear acoustic echo cancellation IEEE Transactions on Audio Speech and Language Processing 19 2011 ), p. 97-110 ISSN: 1558-7916 10.1109/TASL.2010.2045185 Download Seiler J. Kaup A. A fast algorithm for selective signal extrapolation with arbitrary basis functions EURASIP Journal on Advances in Signal Processing 2011 2011 ), Article No.: 495394 ISSN: 1687-6172 10.1155/2011/495394 https://arxiv.org/abs/2204.14194 Download Quast K. Kaup A. AUTO GMM-SAMT: An automatic object tracking system for video surveillance in traffic scenarios Eurasip Journal on Image and Video Processing 2011 2011 ), p. 14 ISSN: 1687-5176 10.1155/2011/814285 Download Kowalczyk K. van Walstijn M. :Room Acoustics Simulation Using 3-D Compact Explicit FDTD Schemes IEEE Transactions on Audio Speech and Language Processing 19 2011 ), p. 34-46 ISSN: 1558-7916 10.1109/TASL.2010.2045179 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5440917≠wsearch=true&queryText=Room Acoustics Simulation Using 3-D Compact Explicit FDTD Schemes Download
Book Contributions
Conference Contributions
Bleier M. , Riess C. , Beigpour S. , Eibenberger E. , Angelopoulou E. , Tröger T. Kaup A. Color constancy and non-uniform illumination: Can existing algorithms work? 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011 (Barcelona 6. November 2011 - 13. November 2011 )10.1109/ICCVW.2011.6130331 Download Annibale P. Antonacci F. , Bestagini P. , Brutti A. , Canclini A. , Cristoforetti L. , Habets E. , Filos J. , Kellermann W. Kowalczyk K. Lombard A. , Mabande E. Markovic D. , Naylor PA. , Omologo M. , Rabenstein R. Sarti A. , Svaizer P. , Thomas MRP. :The SCENIC project: Space-time audio processing for environment-aware acoustic sensing and rendering 131st Audio Engineering Society Convention 2011 (New York, NY 20. October 2011 - 23. October 2011 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866336356∨igin=inward Download Laumer M. Amon P. , Hutter A. , Kaup A. A compressed domain change detection algorithm for RTP streams in video surveillance applications 3rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 (Hangzhou 17. October 2011 - 19. October 2011 )10.1109/MMSP.2011.6093838 Download Wige E. Yammine G. Amon P. , Hutter A. , Kaup A. Adaptive in-loop noise-filtered prediction for high efficiency video coding 3rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 (Hangzhou 17. October 2011 - 19. October 2011 )10.1109/MMSP.2011.6093773 Download Fink M. , Rabenstein R. A Csound opcode for a triode stage of a vacuum tube amplifier 14th International Conference on Digital Audio Effects, DAFx 2011 (Paris 19. September 2011 - 23. September 2011 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84871374439∨igin=inward Download Quast K. Seeger C. Trivedi M. , Kaup A. Boosting based object detection using a geometric model 2011 18th IEEE International Conference on Image Processing, ICIP 2011 (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6116487 Download Wige E. Yammine G. Amon P. , Hutter A. , Kaup A. Efficient coding of video sequences by non-local in-loop denoising of reference frames 2011 18th IEEE International Conference on Image Processing, ICIP 2011 (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6115648 Download Schöberl M. Schnurrer W. Foessel S. , Kaup A. Increasing camera dynamic range through in-sensor multi-exposure white balancing 2011 18th IEEE International Conference on Image Processing, ICIP 2011 (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6116340 Download Schöberl M. Seiler J. Foessel S. , Kaup A. Increasing imaging resolution by covering your sensor 2011 18th IEEE International Conference on Image Processing, ICIP 2011 (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6115839 Download van Luong H. Huang X. , Forchhammer S. :Parallel iterative decoding of Transform Domain Wyner-Ziv video using cross bitplane correlation 18th IEEE International Conference on Image Processing (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6116207 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6116207 Download Tröger T. , Kaup A. Temporal adaptation strategies for spatio-temporal image alignment in inter-sequence error concealment of digital TV 2011 18th IEEE International Conference on Image Processing, ICIP 2011 (Brussels 11. September 2011 - 14. September 2011 )10.1109/ICIP.2011.6116074 Download Rabenstein R. Steffen P. :Stability analysis for implicit second order finite difference schemes 2011 7th International Workshop on Multidimensional (nD) Systems, nDS 2011 (Poitiers 5. September 2011 - 7. September 2011 )10.1109/nDS.2011.6076864 Download Maas R. Schwarz A. Zheng Y. Reindl K. Meier S. Sehr A. Kellermann W. A Two-Channel Acoustic Front-End for Robust Automatic Speech Recognition in Noisy and Reverberant Environments International Workshop on Machine Listening in Multisource Environments (CHiME) (Florence 1. September 2011 )In: International Workshop on Machine Listening in Multisource Environments (CHiME) , Florence, Italy 2011 Download Seiler J. Kaup A. Optimized and parallelized processing order for improved frequency selective signal extrapolation 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona 30. August 2011 - 2. September 2011 )https://eurasip.org/Proceedings/Eusipco/Eusipco2011/papers/1569415587.pdf Download Weinlich A. , Amon P. , Hutter A. , Kaup A. Sparse representation of dense motion vector fields for lossless compression of 4-D medical CT data 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona 30. August 2011 - 2. September 2011 )10.5281/zenodo.42439 Download Canclini A. , Annibale P. Antonacci F. , Sarti A. , Rabenstein R. Tubaro S. :An Angular Frequency Domain Metric for the Evaluation of Wave Field Rendering Technique 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona 29. August 2011 - 2. September 2011 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84863759957∨igin=inward Download Mabande E. Sun H. , Kowalczyk K. Kellermann W. Comparison of subspace-based and steered beamformer-based reflection localization methods 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona 29. August 2011 - 2. September 2011 )10.5281/zenodo.42565 Download Zeller M. Kellermann W. Evolutionary adaptive filtering based on competing filter structures 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona 29. August 2011 - 2. September 2011 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84863743711∨igin=inward Download Popova L. , Meyer R. , Gerstacker W. Koch W. Downlink Performance Improvements in (A)synchronous GPRS Networks using Single/Multiple Antenna Interference Cancellation Techniques 12th European Wireless Conference 2006 - Enabling Technologies for Wireless Multimedia Communications (Athens 2. April 2006 - 5. April 2006 )Download Schneider M. Kellermann W. A wave-domain model for acoustic MIMO systems with reduced complexity 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh 31. May 2011 - 1. June 2011 )10.1109/HSCMA.2011.5942379 Download Zheng Y. Lombard A. , Kellermann W. An improved combination of directional BSS and a source localizer for robust source separation in rapidly time-varying acoustic scenarios 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA (Edinburgh 30. May 2011 - 1. June 2011 )10.1109/HSCMA.2011.5942410 Download Mabande E. Schad A. , Kellermann W. A time-domain implementation of data-independent robust broadband beamformers with lowfilter order 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh 30. May 2011 - 1. June 2011 )10.1109/HSCMA.2011.5942415 Download Maas R. Wolf M. , Sehr A. Nadeu C. , Kellermann W. Extension of the remos concept to frequency-filtering-based features for reverberation-robust speech recognition 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh 30. May 2011 - 1. June 2011 )10.1109/HSCMA.2011.5942381 Download Sehr A. Hofmann C. Maas R. Kellermann W. Multi-style training of HMMS with stereo data for reverberation-robust speech recognition 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh 30. May 2011 - 1. June 2011 )10.1109/HSCMA.2011.5942396 Download Canclini A. , Annibale P. Antonacci F. , Sarti A. , Rabenstein R. Tubaro S. :A methodology for evaluating the accuracy of wave field rendering techniques 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946330 Download Tröger T. Kaup A. Difference image extrapolation for spectral completion in inter-sequence error concealment 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946607 Download Sehr A. Maas R. Kellermann W. Frame-wise HMM adaptation using state-dependent reverberation estimates 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5947600 Download Canclini A. , Annibale P. Antonacci F. , Sarti A. , Rabenstein R. Tubaro S. :From direction of arrival estimates to localization of planar reflectors in a two dimensional geometry 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5947022 Download Sun H. , Mabande E. Kowalczyk K. Kellermann W. Joint DOA and TDOA estimation for 3D localization of reflective surfaces using eigenbeam MVDR and spherical microphone arrays 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946341 Download van Luong H. Huang X. , Forchhammer S. :Multiple LDPC decoding using bitplane correlation for Transform Domain Wyner-Ziv video coding 10.1109/ICASSP.2011.5946783 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5946783 Download Mabande E. Sun H. , Kowalczyk K. Kellermann W. On 2D localization of reflectors using robust beamforming techniques 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946363 Download Seiler J. Kaup A. Reusing the H.264/AVC deblocking filter for efficient spatio-temporal prediction in video coding 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946587 https://arxiv.org/pdf/2207.01210.pdf Download Sun H. , Teutsch H. , Mabande E. Kellermann W. Robust localization of multiple sources in reverberant environments using EB-ESPRIT with spherical microphone arrays 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946342 Download Schöberl M. Seiler J. Kasper B. , Foessel S. , Kaup A. Sparsity-based defect pixel compensation for arbitrary camera raw images 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946639 Download Lombard A. , Zheng Y. Kellermann W. Synthesis of ICA-based methods for localization of multiple broadband sound sources 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 (Prague 22. May 2011 - 27. May 2011 )10.1109/ICASSP.2011.5946364 Download Tröger T. Hirschbeck M. Kaup A. Performance evaluation of feature-based image alignment techniques for inter-sequence error concealment 2011 14th ITG Conference on Electronic Media Technology, CEMT 2011 (Dortmund 23. March 2011 - 24. March 2010 )https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79960690775∨igin=inward Download Maas R. Sehr A. , Kellermann W. Reverberation Modeling for Robust Speech Recognition Deutsche Jahrestagung für Akustik (DAGA) (Düsseldorf 21. March 2011 - 24. March 2011 )In: Deutsche Jahrestagung für Akustik (DAGA) , Düsseldorf, Germany 2011 Download Quast K. Kobylko C. , Kaup A. Mean shift object tracking using a 4d kernel and linear prediction International Conference on Computer Vision Theory and Application, VISAPP 2011 (Vilamoura, Algarve 5. March 2011 - 7. March 2011 )10.5220/0003327305880593 Download Schöberl M. Ernst J. Schnurrer W. Fößel S. , Kaup A. Moving refractive optical low-pass filter for digital cameras SPIE Electronic Imaging - Digital Photography VII (San Francisco, CA 24. January 2011 - 25. January 2011 )10.1117/12.872402 Download Annibale P. Antonacci F. , Bestagini P. , Brutti A. , Canclini A. , Cristoforetti L. , Habets E. , Filos J. , Kellermann W. Kowalczyk K. Lombard A. , Mabande E. , Markovic D. , Naylor PA. , Omologo M. , Rabenstein R. , Sarti A. , Svaizer P. , Thomas MRP. :The SCENIC project: Environment-aware sound sensing and rendering 2nd European Future Technologies Conference and Exhibition 2011 (Budapest 4. May 2011 - 6. May 2011 )In: Elisabeth Giacobino, Rolf Pfeifer (ed.): Proc. of the 2nd European Future Technologies Conference and Exhibition, Procedia Computer Science , New York, USA 2011 10.1016/j.procs.2011.09.039 http://www.aes.org/e-lib/browse.cfm?elib=16011 Download
Thesis
Publications 2010 Publications 2010
Authored Books
Journal Articles
Seiler J. Kaup A. Complex-valued frequency selective extrapolation for fast image and video signal extrapolation IEEE Signal Processing Letters 17 2010 ), p. 949-952 ISSN: 1070-9908 10.1109/LSP.2010.2078504 https://arxiv.org/abs/2204.14193 Download Nakatani T. , Kellermann W. Naylor P. , Miyoshi M. , Juang BH(. :Introduction to the special issue on processing reverberant speech: Methodologies and applications IEEE Transactions on Audio Speech and Language Processing 18 2010 ), p. 1673-1675 ISSN: 1558-7916 10.1109/TASL.2010.2062590 Download Sehr A. Maas R. Kellermann W. Reverberation model-based decoding in the logmelspec domain for robust distant-talking speech recognition IEEE Transactions on Audio Speech and Language Processing 18 2010 ), p. 1676-1691 ISSN: 1558-7916 10.1109/TASL.2010.2050511 Download Brutti A. , Cristoforetti L. , Kellermann W. Marquardt L. , Omologo M. :WOZ acoustic data collection for interactive TV Language Resources and Evaluation 44 2010 ), p. 205-219 ISSN: 1574-020X 10.1007/s10579-010-9116-x Download Schöberl M. Bruns V. , Foessel S. , Bloss H. , Kaup A. Change detection in JPEG 2000 compressed video Electronics Letters 46 2010 ), p. 409-410 ISSN: 0013-5194 10.1049/el.2010.2945 Download Zeller M. Kellermann W. Fast and robust adaptation of DFT-domain Volterra filters in diagonal coordinates using iterated coefficient updates IEEE Transactions on Signal Processing 58 2010 ), p. 1589-1604 ISSN: 1053-587X 10.1109/TSP.2009.2037073 Download Luts H. , Eneman K. , Wouters J. , Schulte M. , Vormann M. , Buechler M. , Dillier N. , Houben R. , Dreschler W. , Froehlich M. , Puder H. , Grimm G. , Hohmann V. , Leijon A. , Lombard A. , Mauler D. , Spriet A. :Multicenter evaluation of signal enhancement algorithms for hearing aids Journal of the Acoustical Society of America 127 2010 ), p. 1491-1505 ISSN: 0001-4966 10.1121/1.3299168 Download Rabenstein R. Koch T. , Popp C. :Tubular bells: A physical and algorithmic model IEEE Transactions on Audio Speech and Language Processing 18 2010 ), p. 881-890 ISSN: 1558-7916 10.1109/TASL.2009.2035214 Download Kowalczyk K. van Walstijn M. :Wideband and Isotropic Room Acoustics Simulation Using 2-D Interpolated FDTD Schemes IEEE Transactions on Audio Speech and Language Processing 18 2010 ), p. 78-89 ISSN: 1558-7916 10.1109/TASL.2009.2023645 