No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency.
S. Alireza GolestanehSaba DadsetanKris M. KitaniPublished in: WACV (2022)
Keyphrases
- image quality assessment
- natural scene statistics
- quality assessment
- image quality
- structural similarity
- human visual system
- perceptual quality
- image quality measures
- reduced reference
- natural images
- image database
- quality metrics
- correlation coefficient
- subjective quality
- human perception
- distorted images
- perceptual image quality
- blind image quality assessment
- natural scenes
- ranking functions
- quality evaluation
- structural similarity index
- visual perception
- visual quality
- multiscale
- high quality
- learning to rank
- image quality metrics
- subjective evaluation
- higher order
- input image
- probability distribution
- high resolution