Potential of deep features for opinion-unaware, distortion-unaware, no-reference image quality assessment.
Subhayan MukherjeeGiuseppe ValenziseIrene ChengPublished in: CoRR (2019)
Keyphrases
- image quality assessment
- quality assessment
- quality metrics
- image quality measures
- structural similarity
- image quality
- perceptual image quality
- distorted images
- perceptual quality
- natural scene statistics
- reduced reference
- structural information
- feature set
- structural similarity index
- human visual system
- image database
- subjective quality
- quality measures
- similarity measure
- object recognition
- feature space
- visual perception
- quality estimation
- feature vectors
- natural scenes
- data quality
- feature extraction