TOPIQ: A Top-Down Approach From Semantics to Distortions for Image Quality Assessment.
Chaofeng ChenJiadi MoJingwen HouHaoning WuLiang LiaoWenxiu SunQiong YanWeisi LinPublished in: IEEE Trans. Image Process. (2024)
Keyphrases
- image quality assessment
- distorted images
- image distortion
- structural similarity
- quality assessment
- image quality
- natural scene statistics
- image database
- human visual system
- perceptual quality
- blind image quality assessment
- structural similarity index
- correlation coefficient
- natural images
- image quality measures
- quality metrics
- similarity index
- visual perception
- geometric distortions
- quality evaluation
- reduced reference
- evaluation model
- human perception
- image quality metrics
- vision system
- higher order
- multiscale