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.
Falling Objects
DeFMO
MSU Super-Resolution for Video Compression
RealSR + x264
MSU Video Upscalers: Quality Enhancement
BSRGAN
MSU Video Super Resolution Benchmark: Detail Restoration
REDS4- 4x upscaling
SAT-MTB-VSR
RASVSR
SPMCS - 4x upscaling
RRN-L
TbD
TbD-3D
TbD-3D
UDM10 - 4x upscaling
RRN-L
Ultra Video Group HD - 4x upscaling
RAMS (ours)
Vid4 - 4x upscaling
EvTexture+
Vid4 - 4x upscaling - BD degradation
RVRT
Vimeo-90K
RTA-Vimeo-90K
Vimeo90K
iSeeBetter
Xiph HD - 4x upscaling
ESPCN