Marc Windsheimer (M.Sc.)
Chair of Multimedia Communications and Signal Processing
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I am engaged in the development of deep learning methods for image and video coding. The main focus is on machine communication, where the decoded results are evaluated by deep neural networks, e.g. Mask R-CNN. At the same time, however, a human observer should be able to understand the decision of the evaluation network. The goal is to maintain the accuracy of the detection networks while minimizing the required data rate.Further information can be found at the following link:https://www.lms.tf.fau.eu/research/fields-of-activity/video-signal-processing-and-transmission/next-generation-video-communications/#collapse_0
- : Luise-Prell-Preis (Technische Fakultät) – 2025
- : Best Master Thesis Award 2023 (Freunde und Förderer der Erlangener Multimediakommunikation und Signalverarbeitung (EMSig) e.V.) – 2023
- : Department EEI Master Award (Department Elektrotechnik-Elektronik-Informationstechnik) – 2023
Thesis in the area of video coding for object detectionhttps://www.lms.tf.fau.eu/videocodierung-fuer-neunronale-detektionsnetzwerke/
2025
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Optimized Learned Image Compression for Facial Expression Recognition
2025 IEEE International Conference on Image Processing (ICIP) (Anchorage, 14. September 2025 – 17. September 2025)
In: 2025 IEEE International Conference on Image Processing (ICIP) 2025
DOI: 10.1109/ICIP55913.2025.11084408
BibTeX: Download - , , , :
Beyond Perspective: Neural 360-Degree Video Compression
International Conference on Computer Vision (ICCV) (Honolulu, Hawai’i, 19. October 2025 – 23. October 2025)
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2025
Open Access: https://openaccess.thecvf.com/content/ICCV2025/html/Regensky_Beyond_Perspective_Neural_360-Degree_Video_Compression_ICCV_2025_paper.html
URL: https://openaccess.thecvf.com/content/ICCV2025/html/Regensky_Beyond_Perspective_Neural_360-Degree_Video_Compression_ICCV_2025_paper.html
BibTeX: Download
2024
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Multiscale Augmented Normalizing Flows for Image Compression
International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 – 19. April 2024)
DOI: 10.1109/ICASSP48485.2024.10446147
URL: https://ieeexplore.ieee.org/document/10446147
BibTeX: Download - , , :
On Annotation-free Optimization of Video Coding for Machines
International Conference on Image Processing (ICIP) (Abu Dhabi, 27. October 2024 – 30. October 2024)
DOI: 10.1109/ICIP51287.2024.10647318
URL: https://ieeexplore.ieee.org/document/10647318
BibTeX: Download
2022
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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
BibTeX: Download - , , , , :
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
Organization of the Ferienakademie in Sarntal (South Tyrol, Italy)Further information is available at: https://www.ferienakademie.de/en/home-2/