无参考图片/视频质量评价(No-Reference Blind Video Quality Assessment)

深度学习

• deepbiq
• DIQA
• VSFA

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

相关论文reference papers

Thanks for your star!