Alexander Kopte
Alexander Kopte, M. Sc.
I have been working in the field of learned image and video compression since July 2024. My focus is on using transformer networks for video compression.
I offer student theses in the field of image and video compression depending on availability.
2023
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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
2022
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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 - , , , , :
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