Optimizing DNN based quality assessment metric for image compression: A novel rate control method.
Qiuyue FangTao XuLai JiangShengxi LiMai XuYunjin ChenLeonid SigalPublished in: ICME (2023)
Keyphrases
- control method
- quality assessment
- perceptual image quality
- image compression
- quality metrics
- reduced reference
- image quality
- rate control algorithm
- control algorithm
- video quality
- image quality assessment
- control system
- adaptive control
- control strategy
- data quality
- fuzzy control
- human visual system
- pid controller
- image quality metrics
- fuzzy controller
- grey prediction
- wavelet transform
- visual quality
- region of interest
- low bit rate
- dc dc converter
- subjective quality
- compression ratio
- fuzzy pid control
- structural similarity
- fuzzy pid
- neural network
- image processing
- multiscale
- structural similarity index
- high quality
- bit rate