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Kristian Fischer
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Video coding for machines with feature-based rate-distortion optimization
K Fischer, F Brand, C Herglotz, A Kaup
2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020
342020
Saliency-driven versatile video coding for neural object detection
K Fischer, F Fleckenstein, C Herglotz, A Kaup
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
192021
On intra video coding and in-loop filtering for neural object detection networks
K Fischer, C Herglotz, A Kaup
2020 IEEE International Conference on Image Processing (ICIP), 1147-1151, 2020
162020
Rate-distortion optimized learning-based image compression using an adaptive hierachical autoencoder with conditional hyperprior
F Brand, K Fischer, A Kaup
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
112021
Robust deep neural object detection and segmentation for automotive driving scenario with compressed image data
K Fischer, C Blum, C Herglotz, A Kaup
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
62021
On versatile video coding at uhd with machine-learning-based super-resolution
K Fischer, C Herglotz, A Kaup
2020 Twelfth International Conference on Quality of Multimedia Experience …, 2020
62020
Learning true rate-distortion-optimization for end-to-end image compression
F Brand, K Fischer, A Kopte, A Kaup
arXiv preprint arXiv:2201.01586, 2022
52022
RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth
F Brand, K Fischer, A Kopte, M Windsheimer, A Kaup
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
52022
Boosting neural image compression for machines using latent space masking
K Fischer, F Brand, A Kaup
arXiv preprint arXiv:2112.08168, 2021
52021
Analysis of neural image compression networks for Machine-To-Machine communication
K Fischer, C Forsch, C Herglotz, A Kaup
2021 IEEE International Conference on Image Processing (ICIP), 2079-2083, 2021
42021
Decoding-energy optimal video encoding for x265
C Herglotz, M Bader, K Fischer, A Kaup
2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020
42020
The Bj {\o} ntegaard Bible--Why your Way of Comparing Video Codecs May Be Wrong
C Herglotz, H Och, A Meyer, G Ramasubbu, L Eichermüller, M Kränzler, ...
arXiv preprint arXiv:2304.12852, 2023
32023
Evaluation of Video Coding for Machines without Ground Truth
K Fischer, M Hofbauer, C Kuhn, E Steinbach, A Kaup
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
22022
Enhanced image reconstruction from quarter sampling measurements using an adapted very deep super resolution network
S Grosche, K Fischer, F Brand, J Seiler, A Kaup
2020 IEEE International Conference on Image Processing (ICIP), 256-260, 2020
12020
Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces
F Brand, A Kopte, K Fischer, A Kaup
2023 IEEE International Conference on Image Processing (ICIP), 1660-1664, 2023
2023
Saliency-Driven Hierarchical Learned Image Coding for Machines
K Fischer, F Brand, C Blum, A Kaup
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding
K Fischer, F Brand, C Herglotz, A Kaup
2022 IEEE International Conference on Image Processing (ICIP), 476-480, 2022
2022
Proceedings of the 4th Summer School on Video Compression and Processing (SVCP) 2018
H Bakhshi Golestani, J Bauer, J Erfurt, K Fischer, A Gehlert, N Genser, ...
Hannover: Institutionelles Repositorium der Leibniz Universität Hannover, 2018
2018
Optimizing the SELC Scheme for Scalable Lossless Video Coding Using Different Base Layer Codecs
K Fischer, B Eng
2017
Research Internship Report Extension and Adaption of the SELC Scheme for the Use of Different Base-Layer Codecs
K Fischer
2017
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Articles 1–20