Image Quality Assessment: Measuring Perceptual Degradation via Distribution Measures in Deep Feature Spaces.
Xingran LiaoXuekai WeiMingliang ZhouZhengguo LiSam KwongPublished in: IEEE Trans. Image Process. (2024)
Keyphrases
- image quality assessment
- image quality measures
- perceptual quality
- human visual system
- quality assessment
- quality measures
- structural similarity
- image quality
- feature space
- human perception
- natural scene statistics
- natural images
- correlation coefficient
- image database
- reduced reference
- visual perception
- blind image quality assessment
- high dimensional
- visual quality
- image quality metrics
- probability distribution
- distorted images
- dimensionality reduction
- quality evaluation
- perceptual image quality
- quality metrics
- kullback leibler divergence
- feature vectors
- image data
- low level
- image segmentation
- image retrieval
- image representation
- structural information
- random variables