TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment.
Chaofeng ChenJiadi MoJingwen HouHaoning WuLiang LiaoWenxiu SunQiong YanWeisi LinPublished in: CoRR (2023)
Keyphrases
- image quality assessment
- distorted images
- image distortion
- structural similarity
- quality assessment
- image quality
- natural scene statistics
- human visual system
- image database
- perceptual quality
- natural images
- image quality measures
- correlation coefficient
- image quality metrics
- blind image quality assessment
- similarity index
- reduced reference
- kullback leibler divergence
- quality measures
- quality evaluation
- visual perception
- human perception
- structural similarity index
- data quality
- semantic information
- structural information
- image data
- perceptual image quality
- natural scenes