No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency.
S. Alireza GolestanehSaba DadsetanKris M. KitaniPublished in: CoRR (2021)
Keyphrases
- image quality assessment
- quality assessment
- structural similarity
- natural scene statistics
- image quality
- image database
- image quality measures
- perceptual quality
- human visual system
- natural images
- human perception
- subjective quality
- reduced reference
- correlation coefficient
- quality evaluation
- quality metrics
- visual perception
- blind image quality assessment
- image quality metrics
- natural scenes
- learning to rank
- image data
- perceptual image quality
- ranked list
- ranking functions
- higher order
- quality measures
- evaluation metrics
- kullback leibler divergence
- image fusion
- structural information
- visual quality
- structural similarity index
- multiscale