Dr.-Ing. Fischer, Kristian

• 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

2024

• Herglotz C., Och H., Meyer A., Ramasubbu G., Eichermüller L., Kränzler M., Brand F., Fischer K., Nguyen DT., Regensky A., Kaup A.:
  The Bjøntegaard Bible - Why your Way of Comparing Video Codecs May Be Wrong
  In: IEEE Transactions on Image Processing 33 (2024), p. 987 - 1001
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2023.3346695
  BibTeX: Download

2023

• 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
• 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

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
  URL: https://arxiv.org/abs/2201.01586
  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 Workshops (CVPRW) (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