无参考图片/视频质量评价(No-Reference Blind Video Quality Assessment)
深度学习
传统方法
- BRISQUE(extract 36 dimesion brisque features,you can train svr model in labeled datasets like TID2013/LIVE/CSIQ)
- NIQE
- PIQE
test
brisque
high score has high quality
python test.py --mode brisque --path=imgs/origin.jpeg
python test.py --mode brisque --path=imgs/compression.jpeg
niqe
high score has low quality
python test.py --mode niqe --path=imgs/origin.jpeg
python test.py --mode niqe --path=imgs/compression.jpeg
piqe
high score has low quality
python test.py --mode piqe --path=imgs/origin.jpeg
python test.py --mode piqe --path=imgs/compression.jpeg