Publications

Authored Books

• Rabenstein R., Schäfer M.:
  Multidimensional Signals and Systems
  Cham: Springer, 2023
  ISBN: 9783031265136
  DOI: 10.1007/978-3-031-26514-3
  BibTeX: Download

Journal Articles

• Günther M., Brendel A., Kellermann W.:
  Microphone utility estimation in acoustic sensor networks using single-channel signal features
  In: EURASIP Journal on Audio, Speech, and Music Processing 2023 (2023), Article No.: 29
  ISSN: 1687-4714
  DOI: 10.1186/s13636-023-00294-7
  BibTeX: Download
• Kellermann W., Martin R., Ono N.:
  Signal processing and machine learning for speech and audio in acoustic sensor networks
  In: EURASIP Journal on Audio, Speech, and Music Processing 2023 (2023), Article No.: 54
  ISSN: 1687-4714
  DOI: 10.1186/s13636-023-00322-6
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 32 (2023), p. 1-12
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2023.3325923
  URL: https://ieeexplore.ieee.org/document/10288049
  BibTeX: Download
• Gannot S., Tan ZH., Haardt M., Chen NF., Wai HT., Tashev I., Kellermann W., Dauwels J.:
  Data Science Education: The Signal Processing Perspective
  In: IEEE Signal Processing Magazine 40 (2023), p. 89-93
  ISSN: 1053-5888
  DOI: 10.1109/MSP.2023.3294709
  URL: https://ieeexplore.ieee.org/document/10313218/
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  Multi-Model Motion Prediction for 360-Degree Video Compression
  In: IEEE Access 11 (2023), p. 117004-117017
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2023.3326717
  BibTeX: Download
• Richard G., Smaragdis P., Naylor PA., Makino S., Gannot S., Kellermann W., Sugiyama A.:
  Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years
  In: IEEE Signal Processing Magazine 40 (2023), p. 12-26
  ISSN: 1053-5888
  DOI: 10.1109/MSP.2023.3276171
  URL: https://ieeexplore.ieee.org/document/10188482
  BibTeX: Download
• Herglotz C., Kränzler M., Ramasubbu G., Eichermüller L., Kaup A.:
  Energy Efficiency in Video Compression
  In: IEEE MMTC Communications - Frontiers 18 (2023), p. 8-14
  Open Access: https://site.ieee.org/comsoc-mmctc/files/2023/10/MMTC-May-2023-18_3.pdf
  BibTeX: 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)
  In: Ieee Circuits and Systems Magazine 23 (2023), p. 57-77
  ISSN: 1531-636X
  DOI: 10.1109/MCAS.2023.3234739
  BibTeX: Download
• Tsaregorodtsev A., Belagiannis V.:
  ParticleAugment: Sampling-based data augmentation
  In: Computer Vision and Image Understanding 228 (2023), Article No.: 103633
  ISSN: 1077-3142
  DOI: 10.1016/j.cviu.2023.103633
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Synthetic hyperspectral array video database with applications to cross-spectral reconstruction and hyperspectral video coding
  In: Journal of the Optical Society of America A-Optics Image Science and Vision 40 (2023), p. 479-491
  ISSN: 0740-3232
  DOI: 10.1364/JOSAA.479552
  URL: https://arxiv.org/abs/2301.07551.pdf
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis
  In: IEEE Transactions on Signal Processing 71 (2023), p. 816-830
  ISSN: 1053-587X
  DOI: 10.1109/TSP.2023.3255552
  BibTeX: Download
• Luo X., Jin J., Huang G., Chen J., Benesty J.:
  Design of Steerable Linear Differential Microphone Arrays With Omnidirectional and Bidirectional Sensors
  In: IEEE Signal Processing Letters (2023), p. 1-5
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2023.3267969
  BibTeX: Download
• Herglotz C., Kränzler M., Chu X., Francois E., He Y., Kaup A.:
  Extended Signaling Methods for Reduced Video Decoder Power Consumption Using Green Metadata
  In: IEEE Transactions on Circuits and Systems II: Express Briefs (2023)
  ISSN: 1057-7130
  URL: http://arxiv.org/abs/2310.17346
  BibTeX: Download
• Meyer A., Brand F., Kaup A.:
  Learned Wavelet Video Coding using Motion Compensated Temporal Filtering
  In: IEEE Access (2023)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2023.3323873
  URL: https://arxiv.org/abs/2305.16211
  BibTeX: Download
• Nguyen TD., Kaup A.:
  Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model
  In: IEEE Transactions on Circuits and Systems For Video Technology (2023), p. 1-1
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2023.3239321
  BibTeX: Download
• Zhao M., Zhang X., Kaup A.:
  Multitask Learning for SAR Ship Detection with Gaussian-Mask Joint Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 61 (2023), Article No.: 5214516
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2023.3304847
  BibTeX: Download

Book Contributions

• Combemale B., Mussbacher G., Betz S., Friday A., Hadar I., Sallou J., Groher I., Muccini H., Le Meur O., Herglotz C., Eriksson E., Penzenstadler B., Peters AK., Venters C.:
  Towards Sustainable and Energy-aware Video Communications (SEViC)
  In: CEUR Workshop Proceedings (CEUR-WS.org) (ed.): Joint Proceedings of ICT4S 2023 Doctoral Symposium, Demonstrations & Posters Track and Workshops., 2023 (Co-located with ICT4S 2023, France, June 05-09)
  URL: https://ceur-ws.org/
  BibTeX: Download

Conference Contributions

• Liu Y., Ding C., Tian Y., Pang G., Belagiannis V., Reid I., Carneiro G.:
  Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
  2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 (Paris, 2. October 2023 - 6. October 2023)
  In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) 2023
  DOI: 10.1109/ICCV51070.2023.00112
  BibTeX: Download
• Wiederer J., Schmidt J., Kressel U., Dietmayer K., Belagiannis V.:
  Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction
  2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023 (Detroit, MI, 1. October 2023 - 5. October 2023)
  In: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2023
  DOI: 10.1109/IROS55552.2023.10341616
  BibTeX: Download
• Regensky A., Heimann V., Zhang R., Kaup A.:
  Improving Spherical Image Resampling through Viewport-Adaptivity
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  DOI: 10.1109/ICIP49359.2023.10222645
  URL: https://arxiv.org/abs/2306.13692
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  Motion Plane Adaptive Motion Modeling for Spherical Video Coding in H.266/VVC
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  DOI: 10.1109/ICIP49359.2023.10222661
  URL: https://arxiv.org/abs/2306.13694
  BibTeX: Download
• Brand F., Kopte A., Fischer K., Kaup A.:
  Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces
  2023 IEEE International Conference on Image Processing (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  In: 2023 IEEE International Conference on Image Processing (ICIP) 2023
  DOI: 10.1109/ICIP49359.2023.10222756
  BibTeX: Download
• Briegleb A., Haubner T., Belagiannis V., Kellermann W.:
  Localizing Spatial Information in Neural Spatiospectral Filters
  2023 31st European Signal Processing Conference (EUSIPCO) (Helsinki, Finland, 4. September 2023 - 8. September 2023)
  DOI: 10.23919/EUSIPCO58844.2023.10289820
  URL: https://ieeexplore.ieee.org/document/10289820
  BibTeX: Download
• Herglotz C., Brand F., Regensky A., Rievel F., Kaup A.:
  Processing Energy Modeling for Neural Network Based Image Compression
  accepted for IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  URL: https://arxiv.org/abs/2306.16755
  BibTeX: Download
• Kränzler M., Kaup A., Herglotz C.:
  Estimating Software and Hardware Video Decoder Energy Using Software Decoder Profiling
  2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI) (Rio de Janeiro, Brazil, 28. August 2023 - 1. September 2023)
  DOI: 10.1109/SBCCI60457.2023.10261662
  BibTeX: Download
• Brand F., Herglotz C., Kaup A.:
  On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison
  2023 15th International Conference on Quality of Multimedia Experience (Ghent, 20. June 2023 - 22. June 2023)
  In: 2023 15th International Conference on Quality of Multimedia Experience (QoMEX) 2023
  DOI: 10.1109/QoMEX58391.2023.10178656
  BibTeX: 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)
  DOI: 10.1109/iwssip58668.2023.10180299
  URL: https://arxiv.org/abs/2309.05996
  BibTeX: Download
• Herglotz C., Kränzler M., Ludwig R., Kaup A.:
  Video Decoding Energy Reduction Using Temporal-Domain Filtering
  First International Workshop on Green Multimedia Systems (GMSys '23) on the ACM Multimedia Systems (MMSys) (Vancouver, 7. June 2023 - 10. June 2023)
  DOI: 10.1145/3593908.3593948
  URL: https://arxiv.org/abs/2306.06917
  BibTeX: Download
• Kreuzer M., Kellermann W.:
  1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization Techniques for the ICPHM 2023 Data Challenge
  IEEE Conference on Prognostics and Health Management (Montreal, CA, 5. June 2023 - 7. June 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
  DOI: 10.1109/ICPHM57936.2023.10194183
  URL: https://arxiv.org/abs/2304.07305
  BibTeX: Download
• Kreuzer M., Schmidt D., Wokusch S., Kellermann W.:
  Airborne-Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data
  IEEE Conference on Prognostics and Health Management (ICPHM) (Montreal, 5. June 2023 - 7. June 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
  DOI: 10.1109/ICPHM57936.2023.10194026
  URL: https://arxiv.org/abs/2304.07307
  BibTeX: Download
• Rachman A., Seiler J., Kaup A.:
  End-to-End Lidar-Camera Self-Calibration for Autonomous Vehicles
  IEEE Intelligent Vehicles Symposium (Anchorage, 4. June 2023 - 7. June 2023)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2023
  DOI: 10.1109/IV55152.2023.10186613
  BibTeX: Download
• Briegleb A., Halimeh MM., Kellermann W.:
  Exploiting spatial information with the informed complex-valued spatial autoencoder for target speaker extraction
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes, Greece, 4. June 2023 - 10. June 2023)
  DOI: 10.1109/ICASSP49357.2023.10095196
  URL: https://ieeexplore.ieee.org/document/10095196
  BibTeX: Download
• Grosche S., Regensky A., Seiler J., Kaup A.:
  Image Super-Resolution Using T-Tetromino Pixels
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  BibTeX: Download
• 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)
  DOI: 10.1109/qomex58391.2023.10178450
  BibTeX: Download
• 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 (QoMEX) (Gent, 20. June 2023 - 22. June 2023)
  DOI: 10.48550/arXiv.2305.15117
  URL: https://arxiv.org/abs/2305.15117
  BibTeX: 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)
  DOI: 10.1109/ICASSP49357.2023.10094983
  URL: https://ieeexplore.ieee.org/document/10094983
  BibTeX: Download
• Fischer K., Brand F., Blum C., Kaup A.:
  Saliency-Driven Hierarchical Learned Image Coding for Machines
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. June 2023 - 10. June 2023)
  In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023
  DOI: 10.1109/ICASSP49357.2023.10096674
  BibTeX: Download
• Kreuzer M., Kellermann W.:
  1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge
  2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 (Montreal, QC, CAN, 5. June 2023 - 7. June 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 2023
  DOI: 10.1109/ICPHM57936.2023.10194183
  BibTeX: 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)
  DOI: 10.1109/ICASSP49357.2023.10096867
  URL: https://arxiv.org/abs/2303.05121
  BibTeX: Download
• Tsaregorodtsev A., Buchholz M., Belagiannis V.:
  Automated Automotive Radar Calibration With Intelligent Vehicles
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10289982
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Cross Spectral Image Reconstruction Using a Deep Guided Neural Network
  2023 IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  DOI: 10.1109/ICIP49359.2023.10222159
  URL: https://arxiv.org/pdf/2306.15237.pdf
  BibTeX: Download
• Holzbock A., Hegde A., Dietmayer K., Belagiannis V.:
  DATA-FREE BACKBONE FINE-TUNING FOR PRUNED NEURAL NETWORKS
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10290102
  BibTeX: 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
  DOI: 10.1109/icassp49357.2023.10095385
  URL: https://arxiv.org/abs/2303.06517
  BibTeX: Download
• Schäfer M., Prawda K., Rabenstein R., Schlecht SJ.:
  Distribution of Modal Damping in Absorptive Shoebox Rooms
  2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023 (New Paltz, NY, 22. October 2023 - 25. October 2023)
  In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics 2023
  DOI: 10.1109/WASPAA58266.2023.10248145
  BibTeX: Download
• Eichermüller L., Chaudhari G., Katsavounidis I., Lei Z., Tmar H., Kaup A., Herglotz C.:
  Encoder Complexity Control in SVT-AV1 by Speed-Adaptive Preset Switching
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
  Open Access: https://arxiv.org/abs/2307.05208
  BibTeX: 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
  DOI: 10.1109/iwbf57495.2023.10157489
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2023-Bergmann-IWBF.pdf
  BibTeX: Download
• Yang Y., Wang X., Brendel A., Zhang W., Kellermann W., Chen J.:
  GEOMETRICALLY CONSTRAINED SOURCE EXTRACTION AND DEREVERBERATION BASED ON JOINT OPTIMIZATION
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10289750
  BibTeX: 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
  DOI: 10.1109/WACV56688.2023.00356
  BibTeX: Download
• Ulreich F., Moser E., Olbrich F., Ebert M., Bierl R., Kaup A.:
  Luminance Simulation in CARLA under Cloud Coverage - Model Validation and Implications
  3rd IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023 (Modena, ITA, 28. June 2023 - 30. June 2023)
  In: 2023 IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023 - Proceedings 2023
  DOI: 10.1109/MetroAutomotive57488.2023.10219098
  BibTeX: Download
• Hornauer J., Holzbock A., Belagiannis V.:
  Out-of-Distribution Detection for Monocular Depth Estimation
  2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 (Paris, 2. October 2023 - 6. October 2023)
  In: Proceedings of the IEEE International Conference on Computer Vision 2023
  DOI: 10.1109/ICCV51070.2023.00183
  BibTeX: Download
• Holzbock A., Tsaregorodtsev A., Belagiannis V.:
  Pedestrian Environment Model for Automated Driving
  26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 (Bilbao, 24. September 2023 - 28. September 2023)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2023
  DOI: 10.1109/ITSC57777.2023.10422032
  BibTeX: Download
• Schmidt J., Huissel P., Wiederer J., Jordan J., Belagiannis V., Dietmayer K.:
  RESET: Revisiting Trajectory Sets for Conditional Behavior Prediction
  34th IEEE Intelligent Vehicles Symposium, IV 2023 (Anchorage, AK, USA, 4. June 2023 - 7. June 2023)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2023
  DOI: 10.1109/IV55152.2023.10186587
  BibTeX: Download
• Dawoud Y., Carneiro G., Belagiannis V.:
  SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
  2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 (Paris, FRA, 2. October 2023 - 6. October 2023)
  In: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 2023
  DOI: 10.1109/ICCVW60793.2023.00104
  BibTeX: Download
• Wang X., Brendel A., Huang G., Yang Y., Kellermann W., Chen J.:
  Spatially Informed Independent vector analysis for Source Extraction based on the convolutive Transfer Function Model
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. June 2023 - 10. June 2023)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
  DOI: 10.1109/ICASSP49357.2023.10097106
  BibTeX: Download
• Zeitler J., Deniffel S., Krause M., Müller M.:
  Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets
  24th International Society for Music Information Retrieval (ISMIR) Conference (Milan, Italy, 5. November 2023 - 9. November 2023)
  In: Proceedings of the 24th International Society for Music Information Retrieval Conference 2023
  BibTeX: Download
• Huang G., Benesty J., Cohen I., Winebrand E., Chen J., Kellermann W.:
  Switching Kronecker Product Linear Filtering for Multispeaker Adaptive Speech Dereverberation
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. June 2023 - 10. June 2023)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
  DOI: 10.1109/ICASSP49357.2023.10097198
  BibTeX: Download
• Bauer P., Bouazizi A., Kressel U., Flohr FB.:
  Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving
  34th IEEE Intelligent Vehicles Symposium, IV 2023 (Anchorage, AK, USA, 4. June 2023 - 7. June 2023)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2023
  DOI: 10.1109/IV55152.2023.10186575
  BibTeX: Download
• Das S., Bose S., Mitra S., Sen A.:
  Recent Trends in Early Detection of Ocular Disorders Using Image Processing, Signal Processing, Quantum Models and Related Approaches
  7th International Conference on Electronics, Materials Engineering and Nano-Technology, IEMENTech 2023 (Kolkata, 18. December 2023 - 20. December 2023)
  In: G. S. Taki, Ratna Chakrabarty, Mili Sarkar, Soumik Kumar Kundu, Samit Karmakar (ed.): 2023 7th International Conference on Electronics, Materials Engineering and Nano-Technology, IEMENTech 2023 2023
  DOI: 10.1109/IEMENTech60402.2023.10423559
  BibTeX: Download

Journal Articles

• Kränzler M., Herglotz C., Kaup A.:
  Energy Efficient Video Decoding for VVC Using a Greedy Strategy Based Design Space Exploration
  In: IEEE Transactions on Circuits and Systems For Video Technology 32 (2022), p. 4696-4709
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3130739
  URL: https://arxiv.org/abs/2111.12194
  BibTeX: Download
• Herglotz C., Genser N., Kaup A.:
  Rate-Distortion Optimal Transform Coefficient Selection for Unoccupied Regions in Video-Based Point Cloud Compression
  In: IEEE Transactions on Circuits and Systems For Video Technology (2022), p. 1-1
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2022.3185026
  URL: https://arxiv.org/abs/2206.12186
  BibTeX: 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
  In: IEEE Transactions on Circuits and Systems II: Express Briefs 69 (2022), p. 2398-2402
  ISSN: 1057-7130
  DOI: 10.1109/TCSII.2022.3160012
  BibTeX: 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
  In: Remote Sensing 14 (2022), p. 1825
  ISSN: 2072-4292
  DOI: 10.3390/rs14081825
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  Online Acoustic System Identification Exploiting Kalman Filtering and an Adaptive Impulse Response Subspace Model
  In: Journal of Signal Processing Systems (2022)
  ISSN: 1939-8018
  DOI: 10.1007/s11265-021-01711-w
  URL: https://link.springer.com/article/10.1007/s11265-021-01711-w
  BibTeX: Download
• Fischer K., Brand F., Kaup A.:
  Boosting Neural Image Compression for Machines Using Latent Space Masking
  In: IEEE Transactions on Circuits and Systems For Video Technology (2022)
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2022.3195322
  URL: https://arxiv.org/abs/2112.08168
  BibTeX: 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
  In: IEEE Transactions on Molecular, Biological and Multi-Scale Communications (2022), p. 1-1
  ISSN: 2372-2061
  DOI: 10.1109/TMBMC.2022.3182571
  BibTeX: Download
• Huang G., Benesty J., Chen J.:
  Fundamental Approaches to Robust Differential Beamforming With High Directivity Factors
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing (2022), p. 1-15
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2022.3209935
  BibTeX: Download
• Jin J., Benesty J., Huang G., Chen J.:
  On Differential Beamforming with Nonuniform Linear Microphone Arrays
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 30 (2022), p. 1840-1852
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2022.3178229
  BibTeX: Download
• Bhattacharjee P., Burger M., Boerner A., Morgenshtern V.:
  Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems
  In: IEEE Transactions on Computational Imaging (2022)
  ISSN: 2333-9403
  DOI: 10.1109/TCI.2022.3163552
  BibTeX: 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)
  DOI: 10.1109/PCS56426.2022.10018048
  URL: https://arxiv.org/abs/2212.05609
  BibTeX: 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)
  DOI: 10.1109/PCS56426.2022.10018037
  URL: https://arxiv.org/abs/2209.10211
  BibTeX: 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)
  DOI: 10.1109/AVSS56176.2022.9959390
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Maier-AVSS.pdf
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach
  2022 IEEE International Conference on Image Processing (Bordeaux, 16. October 2022 - 19. October 2022)
  In: 2022 IEEE International Conference on Image Processing (ICIP) 2022
  DOI: 10.1109/ICIP46576.2022.9897294
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897912
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897339
  URL: https://arxiv.org/abs/2210.02386
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897987
  URL: https://arxiv.org/abs/2301.08533
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897896
  URL: https://arxiv.org/abs/2206.13483
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/IWAENC53105.2022.9914763
  BibTeX: 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)
  DOI: 10.1109/QoMEX55416.2022.9900886
  BibTeX: 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)
  Open Access: https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf
  URL: https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf
  BibTeX: 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)
  URL: https://arxiv.org/abs/2210.15444
  BibTeX: 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)
  DOI: 10.1109/IWAENC53105.2022.9914739
  URL: https://ieeexplore.ieee.org/document/9914739
  BibTeX: 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)
  DOI: 10.23919/eusipco55093.2022.9909692
  BibTeX: 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)
  DOI: 10.1109/CVPRW56347.2022.00186
  URL: https://ieeexplore.ieee.org/document/9857403
  BibTeX: 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)
  DOI: 10.1109/IPTA54936.2022.9784141
  BibTeX: 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)
  DOI: 10.1109/ICASSP43922.2022.9747334
  BibTeX: 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)
  DOI: 10.1109/ICASSP43922.2022.9747633
  URL: https://arxiv.org/abs/2205.06519
  BibTeX: 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
  DOI: 10.1109/icassp43922.2022.9746045
  BibTeX: 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)
  BibTeX: 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
  DOI: 10.1109/IWAENC53105.2022.9914787
  BibTeX: 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
  DOI: 10.1109/ICASSP43922.2022.9747694
  BibTeX: 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
  BibTeX: Download
• Rachman A., Seiler J., Kaup A.:
  CAMERA SELF-CALIBRATION: DEEP LEARNING FROM DRIVING SCENES
  29th IEEE International Conference on Image Processing, ICIP 2022 (Bordeaux, FRA, 16. October 2022 - 19. October 2022)
  In: Proceedings - International Conference on Image Processing, ICIP 2022
  DOI: 10.1109/ICIP46576.2022.9897594
  BibTeX: 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
  DOI: 10.1109/ICASSP43922.2022.9747528
  BibTeX: 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
  DOI: 10.1109/PCS56426.2022.10018040
  BibTeX: 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
  DOI: 10.1109/ICIP46576.2022.9897178
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Moussa-FLPR.pdf
  BibTeX: 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
  DOI: 10.1109/IWAENC53105.2022.9914685
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897920
  URL: https://arxiv.org/abs/2205.01458
  BibTeX: 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)
  DOI: 10.1109/iscas48785.2022.9937735
  URL: https://arxiv.org/abs/2209.14431
  BibTeX: 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
  DOI: 10.1109/MMSP55362.2022.9949143
  BibTeX: 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
  DOI: 10.1109/PCS56426.2022.10018070
  BibTeX: 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 ICIP 2022 2022
  DOI: 10.1109/icip46576.2022.9897827
  URL: https://arxiv.org/abs/2204.05043
  BibTeX: 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
  DOI: 10.1109/DCC52660.2022.00054
  URL: https://arxiv.org/abs/2201.01586
  BibTeX: 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)
  DOI: 10.1109/ICIP46576.2022.9897306
  URL: http://arxiv.org/abs/2207.02676
  BibTeX: Download
• Ülger O., Wiederer J., Ghafoorian M., Belagiannis V., Mettes P.:
  Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs
  33rd British Machine Vision Conference Proceedings, BMVC 2022 (London, GBR, 21. November 2022 - 24. November 2022)
  In: BMVC 2022 - 33rd British Machine Vision Conference Proceedings 2022
  BibTeX: 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
  DOI: 10.1109/PCS56426.2022.10018080
  BibTeX: 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)
  DOI: 10.1109/MMSP55362.2022.9949059
  URL: https://arxiv.org/pdf/2209.07894.pdf
  BibTeX: 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
  DOI: 10.1007/978-3-031-05643-7_39
  BibTeX: 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
  DOI: 10.1109/CVPRW56347.2022.00186
  BibTeX: Download

Thesis

• Brendel A.:
  From Blind to Semi-Blind Acoustic Source Separation based on Independent Component Analysis (Dissertation, 2022)
  BibTeX: Download

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
  In: IEEE Journal of Microwaves 2 (2021), p. 78-96
  ISSN: 2692-8388
  DOI: 10.1109/JMW.2021.3119781
  BibTeX: Download
• Herglotz C., Grosche S., Bharadwaj A., Kaup A.:
  Component-Wise Power Estimation of Electrical Devices Using Thermal Imaging
  In: IEEE Transactions on Consumer Electronics 67 (2021), p. 383-392
  ISSN: 0098-3063
  DOI: 10.1109/TCE.2021.3122076
  URL: http://arxiv.org/abs/2307.08354
  BibTeX: Download
• Chen Z., Herglotz C., Cagnazzo M.:
  Editorial to the Special Section on Optimized Image/Video Coding Based on Deep Learning
  In: IEEE Open Journal of Circuits and Systems 2 (2021), p. 611 - 612
  ISSN: 2644-1225
  DOI: 10.1109/OJCAS.2021.3124408
  BibTeX: Download
• Nguyen D., Quach M., Valenzise G., Duhamel P.:
  Lossless Coding of Point Cloud Geometry using a Deep Generative Model
  In: IEEE Transactions on Circuits and Systems For Video Technology 31 (2021), p. 4617-4629
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3100279
  URL: https://ieeexplore.ieee.org/abstract/document/9496667
  BibTeX: Download
• Schäfer M., Wicke W., Brand L., Rabenstein R., Schober R.:
  Transfer Function Models for Cylindrical MC Channels with Diffusion and Laminar Flow
  In: IEEE Transactions on Molecular, Biological and Multi-Scale Communications (2021), p. 1-1
  ISSN: 2372-2061
  DOI: 10.1109/TMBMC.2021.3061030
  BibTeX: Download
• Morgenshtern V.:
  Super-Resolution of Positive Sources on an Arbitrarily Fine Grid
  In: Journal of Fourier Analysis and Applications 28 (2021)
  ISSN: 1069-5869
  DOI: 10.1007/s00041-021-09888-1
  BibTeX: Download
• Heindel A., Prestele B., Gehlert A., Kaup A.:
  Enhancement Layer Coding for Chroma Sub-Sampled Screen Content Video
  In: IEEE Transactions on Circuits and Systems For Video Technology (2021)
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3061944
  BibTeX: Download
• Lotter S., Schäfer M., Zeitler J., Schober R.:
  Saturating Receiver and Receptor Competition in Synaptic DMC: Deterministic and Statistical Signal Models
  In: IEEE Transactions on Nanobioscience (2021), p. 1-1
  ISSN: 1536-1241
  DOI: 10.1109/TNB.2021.3092279
  BibTeX: 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)
  DOI: 10.1109/VCIP53242.2021.9675326
  URL: https://arxiv.org/abs/2212.01122
  BibTeX: 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)
  DOI: 10.1109/ICIP42928.2021.9506763
  URL: https://arxiv.org/abs/2205.06511
  BibTeX: Download
• Halimeh MM., Hofmann C., Kellermann W.:
  Beam-Specific System Identification
  ITG Conference on Speech Communication (Kiel, 29. September 2021 - 1. October 2021)
  BibTeX: 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
  DOI: 10.1109/ICIP42928.2021.9506274
  BibTeX: 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)
  DOI: 10.1109/icip42928.2021.9506567
  BibTeX: 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
  DOI: 10.1109/ICAS49788.2021.9551193
  BibTeX: 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)
  DOI: 10.23919/EUSIPCO54536.2021.9616295
  BibTeX: 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)
  DOI: 10.3397/IN-2021-2537
  BibTeX: 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
  DOI: 10.1109/ISSCS52333.2021.9497438
  URL: https://arxiv.org/abs/2209.14970
  BibTeX: 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
  DOI: 10.1109/icdcm50975.2021.9504621
  BibTeX: 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)
  DOI: 10.1109/ICASSP39728.2021.9413576
  URL: https://arxiv.org/abs/2202.13892
  BibTeX: 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
  DOI: 10.1109/ICASSP39728.2021.9414868
  BibTeX: 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)
  DOI: 10.1109/icassp39728.2021.9413985
  BibTeX: 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)
  DOI: 10.1109/icassp39728.2021.9414528
  BibTeX: 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)
  DOI: 10.1109/ICASSP39728.2021.9414180
  BibTeX: 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 Workshops (CVPRW) (Virtual, 19. June 2021 - 25. June 2021)
  DOI: 10.1109/cvprw53098.2021.00211
  BibTeX: 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)
  DOI: 10.1109/pcs50896.2021.9477475
  BibTeX: 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
  DOI: 10.23919/Eusipco47968.2020.9287729
  BibTeX: Download
• Brendel A., Kellermann W.:
  Accelerating Auxiliary Function-based Independent Vector Analysis
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto)
  DOI: 10.1109/icassp39728.2021.9413950
  BibTeX: 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)
  DOI: 10.1109/MMSP53017.2021.9733541
  BibTeX: 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
  DOI: 10.1109/GLOBECOM46510.2021.9685477
  BibTeX: 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)
  DOI: 10.5194/egusphere-egu21-15914
  BibTeX: 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)
  DOI: 10.1109/waspaa52581.2021.9632790
  BibTeX: 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)
  DOI: 10.1109/ICASSP39728.2021.9413684
  URL: https://arxiv.org/abs/2210.10444
  BibTeX: 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
  DOI: 10.1109/MMSP53017.2021.9733445
  URL: https://arxiv.org/abs/2203.09224
  BibTeX: 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
  DOI: 10.21437/Interspeech.2021-645
  BibTeX: 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)
  DOI: 10.1109/MMSP53017.2021.9733655
  URL: https://arxiv.org/pdf/2209.07891.pdf
  BibTeX: Download
• Nguyen D., 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
  DOI: 10.1109/ICASSP39728.2021.9414763
  URL: https://ieeexplore.ieee.org/abstract/document/9414763
  BibTeX: 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
  DOI: 10.5281/zenodo.5624549
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/icassp39728.2021.9413765
  BibTeX: Download
• Nguyen D., 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
  DOI: 10.1109/ICMEW53276.2021.9455990
  URL: https://ieeexplore.ieee.org/abstract/document/9455990
  BibTeX: 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)
  DOI: 10.23919/eusipco54536.2021.9616216
  BibTeX: 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)
  DOI: 10.1109/ICC42927.2021.9500809
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/ISCAS51556.2021.9401621
  URL: https://arxiv.org/abs/2205.06501
  BibTeX: 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)
  DOI: 10.1109/ICASSP39728.2021.9415048
  URL: https://arxiv.org/abs/2203.05944
  BibTeX: 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
  DOI: 10.1145/3463944.3469098
  BibTeX: 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)
  DOI: 10.1109/VCIP53242.2021.9675421
  URL: https://arxiv.org/pdf/2209.07890.pdf
  BibTeX: Download

Thesis

• Wokusch D.:
  Extended Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data (Dissertation, 2021)
  BibTeX: Download

Journal Articles

• Schmidt A., Brendel A., Haubner T., Kellermann W.:
  Motor data-regularized nonnegative matrix factorization for ego-noise suppression
  In: EURASIP Journal on Audio, Speech, and Music Processing 2020 (2020), Article No.: 11
  ISSN: 1687-4714
  DOI: 10.1186/s13636-020-00178-0
  BibTeX: Download
• Yang W., Chen J., Benesty J., Cohen I., Kellermann W., Huang G.:
  Robust Dereverberation with Kronecker Product Based Multichannel Linear Prediction
  In: IEEE Signal Processing Letters (2020)
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2020.3044796
  URL: https://ieeexplore.ieee.org
  BibTeX: Download
• Seehaus T., Morgenshtern V., Hübner F., Bänsch E., Braun M.:
  Novel Techniques for Void Filling in Glacier Elevation Change Data Sets
  In: Remote Sensing 12 (2020), p. 3917
  ISSN: 2072-4292
  DOI: 10.3390/rs12233917
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Intra-Frame Coding Using a Conditional Autoencoder
  In: IEEE Journal of Selected Topics in Signal Processing 15 (2020), p. 354 - 365
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2020.3034768
  BibTeX: Download
• Lanz D., Kaup A.:
  Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data
  In: IEEE Transactions on Image Processing 29 (2020), p. 2439 - 2451
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2019.2947138
  BibTeX: Download
• Sippel F., Seiler J., Genser N., Kaup A.:
  Structure-preserving spectral reflectance estimation using guided filtering
  In: Journal of the Optical Society of America A-Optics Image Science and Vision 37 (2020), p. 1695-1710
  ISSN: 1084-7529
  DOI: 10.1364/JOSAA.400485
  URL: https://arxiv.org/pdf/2209.07889.pdf
  BibTeX: Download
• Grosche S., Koller M., Seiler J., Kaup A.:
  Dynamic Image Sampling Using a Novel Variance Based Probability Mass Function
  In: IEEE Transactions on Computational Imaging 6 (2020), p. 1440-1450
  ISSN: 2333-9403
  DOI: 10.1109/TCI.2020.3031077
  BibTeX: Download
• Schmidt A., Löllmann H., Kellermann W.:
  Acoustic Self-awareness of Autonomous Systems in a World of Sounds
  In: Proceedings of the IEEE 7 (2020), p. 1127-1149
  ISSN: 0018-9219
  DOI: 10.1109/JPROC.2020.2977372
  BibTeX: Download
• Grosche S., Regensky A., Seiler J., Kaup A.:
  Boosting Compressed Sensing Using Local Measurements and Sliding Window Reconstruction
  In: IEEE Transactions on Image Processing 29 (2020), p. 7931 - 7944
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2020.3007822
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  A Unified Probabilistic View on Spatially Informed Source Separation and Extraction Based on Independent Component Analysis
  In: IEEE Transactions on Signal Processing 68 (2020), p. 3545-3558
  ISSN: 1053-587X
  DOI: 10.1109/TSP.2020.3000199
  BibTeX: Download
• Evers C., Löllmann H., Mellmann H., Schmidt A., Barfuß H., Naylor P., Kellermann W.:
  The LOCATA Challenge: Acoustic Source Localization and Tracking
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 28 (2020), p. 1620-1643
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2020.2990485
  URL: https://ieeexplore.ieee.org/document/9079214
  BibTeX: Download
• Grosche S., Hünermann R., Sarau G., Christiansen S., Boyd RW., Leuchs G., Banzer P.:
  Towards polarization-based excitation tailoring for extended Raman spectroscopy
  In: Optics Express (2020)
  ISSN: 1094-4087
  DOI: 10.1364/OE.388943
  URL: https://www.osapublishing.org/oe/abstract.cfm?uri=oe-28-7-10239
  BibTeX: Download
• Genser N., Seiler J., Kaup A.:
  Camera Array for Multi-Spectral Imaging
  In: IEEE Transactions on Image Processing 29 (2020), p. 9234-9249
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2020.3024738
  BibTeX: Download
• Herglotz C., Coulombe S., Vazquez C., Vakili A., Kaup A., Grenier JC.:
  Power Modeling for Video Streaming Applications on Mobile Devices
  In: IEEE Access (2020)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2020.2986580
  BibTeX: 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)
  DOI: 10.1109/VCIP49819.2020.9301877
  BibTeX: 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)
  DOI: 10.1109/VCIP49819.2020.9301754
  BibTeX: 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)
  DOI: 10.1109/vcip49819.2020.9301806
  BibTeX: 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)
  DOI: 10.1109/ICIP40778.2020.9190840
  URL: https://doi.org/10.48550/arXiv.2209.10266
  BibTeX: 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)
  DOI: 10.1109/icip40778.2020.9191047
  BibTeX: 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)
  DOI: 10.1109/ICIP40778.2020.9191023
  URL: https://arxiv.org/abs/2203.05927
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287098
  URL: https://arxiv.org/abs/2209.10283
  BibTeX: 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)
  DOI: 10.1109/mmsp48831.2020.9287064
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287054
  BibTeX: 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)
  DOI: 10.1109/MLSP49062.2020.9231543
  BibTeX: 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)
  DOI: 10.1109/mmsp48831.2020.9287070
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287071
  URL: https://arxiv.org/abs/2202.13926
  BibTeX: 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
  DOI: 10.1109/MetroInd4.0IoT48571.2020.9138205
  BibTeX: 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
  DOI: 10.1109/ICASSP40776.2020.9054583
  URL: https://ieeexplore.ieee.org/document/9054583
  BibTeX: 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)
  DOI: 10.1109/ICASSP40776.2020.9054541
  BibTeX: 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)
  DOI: 10.1109/ICASSP40776.2020.9054470
  BibTeX: 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)
  DOI: 10.1109/QoMEX48832.2020.9123084
  BibTeX: 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)
  DOI: 10.1145/3411295.3411301
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/icip40778.2020.9191353
  BibTeX: 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)
  DOI: 10.23919/eusipco47968.2020.9287583
  BibTeX: Download
• Felsheim R., Brendel A., Naylor PA., Kellermann W.:
  Head Orientation Estimation from Multiple Microphone Arrays
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287555
  BibTeX: Download
• Brendel A., Kellermann W.:
  Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287733
  BibTeX: 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)
  DOI: 10.1109/icip40778.2020.9191038
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287096
  URL: https://arxiv.org/abs/2203.08086
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287132
  URL: https://arxiv.org/abs/2303.05132
  BibTeX: 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
  DOI: 10.1109/QoMEX48832.2020.9123140
  BibTeX: 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)
  DOI: 10.1109/ICASSP40776.2020.9052905
  BibTeX: 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)
  DOI: 10.1109/icc40277.2020.9149441
  BibTeX: 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)
  DOI: 10.1109/MMSP48831.2020.9287136
  URL: https://arxiv.org/abs/2203.05890
  BibTeX: Download

Thesis

• Pöllot M.:
  Contributions to Visual Automotive Human Machine Interface Testing (Dissertation, 2020)
  URL: https://www.dr.hut-verlag.de/978-3-8439-4647-6.html
  BibTeX: Download
• Hofmann C.:
  Efficient System Identification using Parallel Connections and Cascades (Dissertation, 2020)
  BibTeX: Download
• Schäfer M.:
  Simulation of Distributed Parameter Systems by Transfer Function Models (Dissertation, 2020)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13174
  BibTeX: Download

Journal Articles

• Halimeh MM., Hümmer C., Kellermann W.:
  A Neural Network-based Nonlinear Acoustic Echo Canceller
  In: IEEE Signal Processing Letters (2019)
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2019.2951311
  URL: https://ieeexplore.ieee.org/document/8890836
  BibTeX: Download
• Jaskolka K., Seiler J., Beyer F., Kaup A.:
  A Python-based Laboratory Course for Image and Video Signal Processing on Embedded Systems
  In: Heliyon 5 (2019)
  ISSN: 2405-8440
  DOI: 10.1016/j.heliyon.2019.e02560
  BibTeX: 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
  In: Frontiers in Behavioral Neuroscience 13 (2019), Article No.: 140
  ISSN: 1662-5153
  DOI: 10.3389/fnbeh.2019.00140
  BibTeX: 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
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019)
  ISSN: 0162-8828
  DOI: 10.1109/TPAMI.2019.2917037
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Koehler19-TBT.pdf
  BibTeX: Download
• Brendel A., Kellermann W.:
  Distributed Source Localization in Acoustic Sensor Networks using the Coherent-to-Diffuse Power Ratio
  In: IEEE Journal of Selected Topics in Signal Processing (2019)
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2019.2900911
  BibTeX: Download
• Gannot S., Haardt M., Kellermann W., Willett P.:
  Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes
  In: IEEE Journal of Selected Topics in Signal Processing 13 (2019), p. 3-7
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2019.2906923
  BibTeX: Download
• Herglotz C., Heindel A., Kaup A.:
  Decoding-Energy-Rate-Distortion Optimization for Video Coding
  In: IEEE Transactions on Circuits and Systems For Video Technology 29 (2019), p. 171-182
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2017.2771819
  BibTeX: 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)
  DOI: 10.1109/camsap45676.2019.9022522
  BibTeX: 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)
  DOI: 10.1109/camsap45676.2019.9022638
  BibTeX: 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
  DOI: 10.23919/EUSIPCO.2019.8902673
  BibTeX: 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)
  DOI: 10.1109/PCS48520.2019.8954563
  URL: https://doi.org/10.48550/arXiv.2209.10268
  BibTeX: 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)
  DOI: 10.1109/PCS48520.2019.8954546
  BibTeX: 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)
  DOI: 10.1109/pcs48520.2019.8954530
  BibTeX: 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)
  DOI: 10.23919/EUSIPCO.2019.8902566
  BibTeX: 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)
  BibTeX: 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)
  URL: https://pub.dega-akustik.de/ICA2019/data/articles/000705.pdf
  BibTeX: 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
  DOI: 10.1109/ICIP.2019.8803505
  BibTeX: 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)
  DOI: 10.1109/ICIP.2019.8803759
  BibTeX: 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)
  DOI: 10.1109/icip.2019.8803567
  BibTeX: 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)
  DOI: 10.1109/ICCE-Berlin47944.2019.8966177
  BibTeX: 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)
  DOI: 10.23919/ecc.2019.8795692
  BibTeX: 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)
  DOI: 10.1109/ISCE.2019.8901018
  BibTeX: 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)
  DOI: 10.1109/ICC.2019.8761148
  BibTeX: 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)
  DOI: 10.1109/icassp.2019.8682415
  BibTeX: 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
  DOI: 10.1109/ICASSP.2019.8682662
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/icassp.2019.8682570
  BibTeX: 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
  DOI: 10.1109/ICASSP.2019.8683218
  BibTeX: 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
  DOI: 10.1109/icassp.2019.8683886
  URL: https://ieeexplore.ieee.org/document/8683886
  BibTeX: 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
  DOI: 10.1109/icce.2019.8661963
  BibTeX: Download
• Brendel A., Altmann I., Kellermann W.:
  Acoustic Source Position Estimation based on Multi-Feature Gaussian Processes
  European Signal Processing Conference (EUSIPCO) (A Coruna)
  DOI: 10.23919/eusipco.2019.8903035
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.23919/eusipco.2019.8903123
  BibTeX: 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)
  DOI: 10.1109/waspaa.2019.8937078
  BibTeX: 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)
  DOI: 10.1109/icassp.2019.8683418
  BibTeX: 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)
  DOI: 10.1109/icassp.2019.8683640
  BibTeX: 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
  DOI: 10.1109/icassp.2019.8682293
  BibTeX: 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)
  Open Access: https://molecularcommunications.eu/2019/images/Technical33.pdf
  BibTeX: 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)
  BibTeX: Download
• Schäfer M., Werner M., Rabenstein R.:
  Physikalische Modellierung schwingender Platten
  Jahrestagung für Akustik (DAGA) (Rostock, 18. March 2019 - 21. March 2019)
  BibTeX: Download
• Brendel A., Regensky A., Kellermann W.:
  Probabilistic modeling for learning-based distance estimation
  23rd International Congress on Acoustics (ICA) (Aachen)
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/waspaa.2019.8937194
  BibTeX: Download

Thesis

• Bürger M.:
  On the Analysis and Synthesis of Local Sound Fields for Personal Audio (Dissertation, 2019)
  URL: https://www.dr.hut-verlag.de/978-3-8439-4248-5.html
  BibTeX: Download
• Schwarz A.:
  Dereverberation and Robust Speech Recognition Using Spatial Coherence Models (Dissertation, 2019)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/12553
  BibTeX: Download
• Hümmer C.:
  A Bayesian Network Approach to Selected Problems in Speech Signal Processing (Dissertation, 2019)
  URL: https://nbn-resolving.org/urn:nbn:de:bvb:29-opus4-105371
  BibTeX: Download

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
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (2018), p. 2355-2370
  ISSN: 2329-9290
  DOI: 10.1109/taslp.2018.2864577
  BibTeX: Download
• van Luong H., Deligiannis N., Seiler J., Forchhammer S., Kaup A.:
  Sparse Signal Recovery with Multiple Prior Information: Algorithm and Measurement Bounds
  In: Signal Processing 152 (2018), p. 417-428
  ISSN: 0165-1684
  DOI: 10.1016/j.sigpro.2018.06.019
  URL: https://www.sciencedirect.com/science/article/pii/S0165168418302160
  BibTeX: Download
• Jonscher M., Seiler J., Lanz D., Schöberl M., Bätz M., Kaup A.:
  Dynamic Non-Regular Sampling Sensor Using Frequency Selective Reconstruction
  In: IEEE Transactions on Circuits and Systems For Video Technology (2018)
  ISSN: 1051-8215
  DOI: 10.1109/tcsvt.2018.2876653
  BibTeX: Download
• Eichenseer A., Bätz M., Kaup A.:
  Motion Estimation for Fisheye Video with an Application to Temporal Resolution Enhancement
  In: IEEE Transactions on Circuits and Systems For Video Technology (2018), p. 1-15
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2018.2869546
  BibTeX: Download
• Prativadibhayankaram S., van Luong H., Le TH., Kaup A.:
  Compressive online video background-foreground separation using multiple prior information and optical flow
  In: Journal of Imaging 4 (2018), Article No.: 90
  ISSN: 2313-433X
  DOI: 10.3390/jimaging4070090
  BibTeX: Download
• van Luong H., Deligiannis N., Seiler J., Forchhammer S., Kaup A.:
  Compressive Online Robust Principal Component Analysis via n - ℓ1 Minimization
  In: IEEE Transactions on Image Processing 27 (2018), p. 4314-4329
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2018.2831915
  BibTeX: Download
• Kram S., Schäfer M., Rabenstein R.:
  Approximation of enzyme kinetics for high enzyme concentration by a first order perturbation approach
  In: Journal of Mathematical Chemistry 56 (2018), p. 1153-1183
  ISSN: 0259-9791
  DOI: 10.1007/s10910-017-0848-3
  BibTeX: Download
• Bürger M., Hofmann C., Kellermann W.:
  Broadband multizone sound rendering by jointly optimizing the sound pressure and particle velocity
  In: The Journal of the Acoustical Society of America 143 (2018), p. 1477-1490
  ISSN: 1520-8524
  DOI: 10.1121/1.5026508
  BibTeX: Download
• Hümmer C., Hofmann C., Maas R., Kellermann W.:
  Estimating parameters of nonlinear systems using the elitist particle filter based on evolutionary strategies
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (2018), p. 595-608
  ISSN: 2329-9290
  DOI: 10.1109/taslp.2017.2788183
  BibTeX: 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
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (2018), p. 951-966
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2018.2800283
  URL: http://ieeexplore.ieee.org/document/8276308/
  BibTeX: Download
• Seiler J., Jonscher M., Ussmueller T., Kaup A.:
  Increasing Imaging Resolution by Non-Regular Sampling and Joint Sparse Deconvolution and Extrapolation
  In: IEEE Transactions on Circuits and Systems For Video Technology 29 (2018), p. 308-322
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2018.2796725
  URL: https://arxiv.org/abs/2204.12867
  BibTeX: Download
• Delcroix M., Kinoshita K., Ogawa A., Hümmer C., Nakatani T.:
  Context Adaptive Neural Network Based Acoustic Models for Rapid Adaptation
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (2018), p. 895-908
  ISSN: 2329-9290
  DOI: 10.1109/taslp.2018.2798821
  BibTeX: Download
• Herglotz C., Springer D., Reichenbach M., Stabernack B., Kaup A.:
  Modeling the Energy Consumption of the HEVC Decoding Process
  In: IEEE Transactions on Circuits and Systems For Video Technology 28 (2018), p. 217-229
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2016.2598705
  BibTeX: Download
• Rabenstein R., Schäfer M., Strobl C.:
  Transfer Function Models for Distributed-Parameter Systems with Impedance Boundary Conditions
  In: International Journal of Control 91 (2018), p. 2726-2742
  ISSN: 1366-5820
  DOI: 10.1080/00207179.2017.1397753
  BibTeX: 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
  DOI: 10.1016/b978-0-12-814601-9.00012-2
  URL: https://www.elsevier.com/books/multimodal-behavior-analysis-in-the-wild/alameda-pineda/978-0-12-814601-9
  BibTeX: 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
  DOI: 10.1002/9781119279860.ch11
  BibTeX: 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
  BibTeX: 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
  URL: http://www.sciencedirect.com/science/article/pii/B9780128129760000051
  BibTeX: 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
  DOI: 10.1007/978-3-319-73031-8_10
  URL: https://link.springer.com/chapter/10.1007/978-3-319-73031-8_10
  BibTeX: 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)
  DOI: 10.1109/ism.2018.00063
  URL: http://arxiv.org/abs/2309.06945
  BibTeX: 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)
  DOI: 10.1109/icdsp.2018.8631603
  BibTeX: 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)
  DOI: 10.1109/IST.2018.8577090
  BibTeX: 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)
  DOI: 10.1109/ICIP.2018.8451658
  BibTeX: 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)
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/intlec.2018.8612360
  BibTeX: 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)
  DOI: 10.1109/iwaenc.2018.8521318
  BibTeX: 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)
  DOI: 10.23919/EUSIPCO.2018.8553001
  BibTeX: 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)
  DOI: 10.23919/eusipco.2018.8553478
  BibTeX: 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)
  DOI: 10.1109/iwaenc.2018.8521287
  BibTeX: 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)
  DOI: 10.23919/eusipco.2018.8553405
  BibTeX: 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)
  DOI: 10.1109/iwaenc.2018.8521288
  BibTeX: 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)
  DOI: 10.1121/1.5068257
  BibTeX: 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)
  DOI: 10.23919/eusipco.2018.8553299
  BibTeX: 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)
  DOI: 10.1109/SAM.2018.8448400
  BibTeX: 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)
  DOI: 10.1109/sam.2018.8448802
  BibTeX: 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)
  DOI: 10.1109/SAM.2018.8448644
  BibTeX: 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)
  DOI: 10.1109/sam.2018.8448796
  BibTeX: 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)
  DOI: 10.1109/pcs.2018.8456262
  BibTeX: 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)
  DOI: 10.1109/pcs.2018.8456282
  BibTeX: 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)
  DOI: 10.1109/ssp.2018.8450742
  BibTeX: 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)
  DOI: 10.1109/pcs.2018.8456259
  BibTeX: 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)
  DOI: 10.1109/iwssip.2018.8439150
  BibTeX: 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)
  DOI: 10.1109/ISCAS.2018.8350964
  BibTeX: 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)
  BibTeX: 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
  DOI: 10.1007/978-3-319-77610-1_7
  URL: http://arcs2018.itec.kit.edu/
  BibTeX: 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)
  DOI: 10.1109/icassp.2018.8462211
  BibTeX: 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)
  DOI: 10.1109/icassp.2018.8462474
  BibTeX: 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)
  DOI: 10.1109/ICASSP.2018.8461300
  BibTeX: 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)
  DOI: 10.1109/dcc.2018.00014
  BibTeX: Download
• Fischer RF., Huber J., Stern S., Guter P.:
  Multilevel Codes in Lattice-Reduction-Aided Equalization
  International Zurich Seminar on Information and Communication (IZS 2018) (Zürich, 21. February 2018 - 23. February 2018)
  In: Lapidoth Amos, Moser Stefan M. (ed.): International Zurich Seminar on Information and Communication (IZS 2018), Zurich, Switzerland, 2018
  DOI: 10.3929/ethz-b-000245081
  URL: https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/245081/IZS_2018133-137.pdf
  BibTeX: 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)
  DOI: 10.1109/iscas.2018.8351537
  BibTeX: 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)
  DOI: 10.2352/issn.2470-1173.2018.11.imse-292
  BibTeX: 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)
  DOI: 10.1109/pcs.2018.8456244
  BibTeX: Download
• Schäfer M., Rabenstein R.:
  Modeling of Transport Processes in Bounded Domains
  3rd Workshop on Molecular Comunications (Ghent, 4. April 2018 - 6. April 2018)
  BibTeX: 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)
  DOI: 10.1109/iscas.2018.8351714
  BibTeX: 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)
  DOI: 10.23919/eusipco.2018.8553007
  BibTeX: 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)
  BibTeX: 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)
  DOI: 10.1109/holm.2018.8611739
  BibTeX: 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)
  DOI: 10.1109/icassp.2018.8461907
  BibTeX: 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)
  DOI: 10.1109/MMSP.2018.8547100
  BibTeX: Download

Thesis

• Heindel A.:
  Methods for Enhancement Layer Compression in Two-Layer Quality Scalable Video Coding (Dissertation, 2018)
  URL: https://nbn-resolving.org/urn:nbn:de:bvb:29-opus4-110590
  BibTeX: Download
• Eichenseer A.:
  Fisheye Video Processing Using Distortion Corrected Block-Based Motion Compensation (Dissertation, 2018)
  BibTeX: Download
• Seiler J.:
  Reconstuction, Enhancement and Efficient Processing of Signals using Appropriate Representations / Verwendung geeigneter Repräsentationen von Signalen zu deren Rekonstruktion, Verbesserung und effizienten Verarbeitung (Habilitation, 2018)
  BibTeX: Download
• Jonscher M.:
  Frequency Selective Reconstruction of Non-Regularly Sampled Image and Video Data (Dissertation, 2018)
  BibTeX: Download
• Bätz M.:
  Multi-Image Techniques for the Resolution Enhancement of Images and Video Se-quences (Dissertation, 2018)
  BibTeX: Download

Miscellaneous

• Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Riess C.:
  Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
  (2018), Article No.: arXiv:1809.06420
  Open Access: https://arxiv.org/pdf/1809.06420
  URL: https://arxiv.org/pdf/1809.06420
  BibTeX: Download
• Schäfer M., Wicke W., Rabenstein R., Schober R.:
  Transfer function models for particle diffusion in a horizontal cylindrical shape with a vertical force component
  (2018)
  URL: https://arxiv.org/abs/1803.10848
  BibTeX: Download

Journal Articles

• Bürger M., Abhayapala TD., Hofmann C., Chen H., Kellermann W.:
  The spatial coherence of noise fields evoked by continuous source distributions
  In: The Journal of the Acoustical Society of America 142 (2017), p. 3025-3034
  ISSN: 1520-8524
  DOI: 10.1121/1.5009451
  BibTeX: Download
• Samarasinghe P., Abhayapala TD., Kellermann W.:
  Acoustic reciprocity: An extension to spherical harmonics domain
  In: The Journal of the Acoustical Society of America 142 (2017), p. 373-343
  ISSN: 1520-8524
  DOI: 10.1121/1.5002078
  BibTeX: Download
• Peinado A., Koloda J., Gómez Á., Sánchez V.:
  A statistical analysis of the kernel-based MMSE estimator with application to image reconstruction
  In: Signal Processing-Image Communication 55 (2017), p. 41-54
  ISSN: 0923-5965
  DOI: 10.1016/j.image.2017.03.015
  BibTeX: Download
• Koloda J., Seiler J., Kaup A.:
  Frequency Selective Mesh-to-Grid Resampling for Image Communication
  In: IEEE Transactions on Multimedia 19 (2017), p. 1689-1701
  ISSN: 1520-9210
  DOI: 10.1109/TMM.2017.2683267
  BibTeX: Download
• Koloda J., Seiler J., Peinado A., Kaup A.:
  Scalable Kernel-Based Minimum Mean Square Error Estimator for Accelerated Image Error Concealment
  In: IEEE Transactions on Broadcasting 63 (2017), p. 59-70
  ISSN: 0018-9316
  DOI: 10.1109/TBC.2016.2619581
  BibTeX: Download
• Barfuß H., Hümmer C., Schwarz A., Kellermann W.:
  Robust coherence-based spectral enhancement for speech recognition in adverse real-world environments
  In: Computer Speech and Language 46 (2017), p. 388 - 400
  ISSN: 0885-2308
  DOI: 10.1016/j.csl.2017.02.005
  URL: https://arxiv.org/abs/1604.03393
  BibTeX: Download
• Markovich-Golan S., Gannot S., Kellermann W.:
  Combined LCMV-TRINICON beamforming for separating multiple speech sources in noisy and reverberant environments
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 25 (2017), p. 320-332
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2016.2633806
  BibTeX: Download
• Rabenstein R., Annibale P.:
  Acoustic Source Localization under Variable Speed of Sound Conditions
  In: Wireless Communications & Mobile Computing 2017 (2017), Article No.: 9524943
  ISSN: 1530-8669
  DOI: 10.1155/2017/9524943
  BibTeX: Download
• Heindel A., Wige E., Kaup A.:
  Low-Complexity Enhancement Layer Compression for Scalable Lossless Video Coding based on HEVC
  In: IEEE Transactions on Circuits and Systems For Video Technology 27 (2017), p. 1749 - 1760
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2016.2556338
  URL: http://ieeexplore.ieee.org/document/7457283/
  BibTeX: 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
  In: IEEE Transactions on Geoscience and Remote Sensing 55 (2017), p. 375-391
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2016.2606899
  URL: http://ieeexplore.ieee.org/document/7579178/
  BibTeX: Download