Fischer, Kristian
Kristian Fischer , M.Sc.
Awards Awards
Kristian Fischer , Markus Hofbauer , Christopher Kuhn : Joint Research Incubator Award 2022 (ITG-Fachausschuss MT 2 „Bildkommunikation und Bildverarbeitung“) – 2022
Simon Grosche , Kristian Fischer , Fabian Brand , Jürgen Seiler , André Kaup : Top Viewed Q&A Paper Award (1st place) (IEEE International Conference on Image Processing) – 2020
Andrea Eichenseer , Marco Bader , Meng Chen , Parul Dhingra , Kristian Fischer , Bowei Li : Lehrevaluation - Bestes Praktikum – 2017
Publications Publications
2022
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 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
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
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
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
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
2021
Brand F. , Fischer K. , Kaup A. :Rate-Distortion Optimized Learning-Based Image Compression using an Adaptive Hierachical Autoencoder with Conditional Hyperprior IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Virtual , 19. June 2021 - 25. June 2021 ) DOI: 10.1109/cvprw53098.2021.00211 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
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
2020
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
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
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
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
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