Video Super-Resolution
Video Super-Resolution is a task in the field of computer vision that aims to upscale low-resolution video sequences to high resolution. This task significantly improves the overall clarity and detail representation of videos by generating high-quality high-resolution frames, making it highly valuable for various applications.
MSU Super-Resolution for Video Compression
RealSR + x264
MSU Video Upscalers: Quality Enhancement
BSRGAN
MSU Video Super Resolution Benchmark: Detail Restoration
Vid4 - 4x upscaling
EvTexture+
Vid4 - 4x upscaling - BD degradation
RVRT
UDM10 - 4x upscaling
RRN-L
REDS4- 4x upscaling
Ultra Video Group HD - 4x upscaling
ESPCN
Falling Objects
DeFMO
TbD
TbD-3D
TbD-3D
Vimeo90K
iSeeBetter
Xiph HD - 4x upscaling
ESPCN
SAT-MTB-VSR
RASVSR
SPMCS - 4x upscaling
RRN-L
Vimeo-90K
RTA-Vimeo-90K