Adaptive Feature Selection for No-Reference Image Quality Assessment using Contrastive Mitigating Semantic Noise Sensitivity.
Xudong LiTimin GaoXiawu ZhengRunze HuJingyuan ZhengYunhang ShenKe LiYutao LiuPingyang DaiYan ZhangRongrong JiPublished in: CoRR (2023)
Keyphrases
- image quality assessment
- noise sensitivity
- feature selection
- quality assessment
- image quality
- structural similarity
- natural scene statistics
- human visual system
- subjective quality
- natural images
- perceptual image quality
- reduced reference
- image database
- image quality measures
- structural similarity index
- quality metrics
- image quality metrics
- distorted images
- correlation coefficient
- quality evaluation
- visual quality
- human perception
- kullback leibler divergence
- visual perception
- mutual information
- natural scenes
- quality measures
- feature space
- high quality
- computer vision
- feature extraction
- semantic information
- information theoretic
- structural information
- multiresolution
- multiscale
- object recognition
- feature vectors