Fischer, Kristian
Kristian Fischer, M. Sc.
Awards
- , , : Joint Research Incubator Award 2022 (ITG-Fachausschuss MT 2 „Bildkommunikation und Bildverarbeitung“) – 2022
- , , , , : Top Viewed Q&A Paper Award (1st place) (IEEE International Conference on Image Processing) – 2020
- , , , , , : Lehrevaluation - Bestes Praktikum – 2017
Publications
2022
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
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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
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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
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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)
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Boosting Neural Image Compression for Machines Using Latent Space Masking
In: IEEE Transactions on Circuits and Systems For Video Technology (2022)
ISSN: 1051-8215
Open Access: https://arxiv.org/abs/2112.08168
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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)
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2021
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)
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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)
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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)
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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
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2020
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
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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
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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
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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
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Decoding Energy Optimal Video Encoding for x265
IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere, 21. September 2020 - 23. September 2020)
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