Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment.
Subhayan MukherjeeGiuseppe ValenziseIrene ChengPublished in: ICSM (2019)
Keyphrases
- image quality assessment
- image quality measures
- quality metrics
- quality assessment
- structural similarity
- perceptual image quality
- distorted images
- perceptual quality
- reduced reference
- image quality
- natural scene statistics
- quality measures
- human visual system
- structural similarity index
- image database
- quality evaluation
- image quality metrics
- feature extraction
- image data
- feature set
- low level
- kullback leibler divergence
- correlation coefficient
- multiscale
- feature space
- quality estimation
- similarity measure
- image features
- visual quality
- mutual information