No-reference image quality assessment with multi-scale weighted residuals and channel attention mechanism.
Changzhong WangXiang LvWeiping DingXiaodong FanPublished in: Soft Comput. (2022)
Keyphrases
- image quality assessment
- attention mechanism
- multiscale
- natural images
- saliency map
- natural scene statistics
- visual attention
- quality assessment
- structural similarity
- human visual system
- image quality
- visual perception
- reduced reference
- natural scenes
- image quality measures
- quality metrics
- perceptual image quality
- subjective quality
- correlation coefficient
- image database
- scale space
- human perception
- wavelet domain
- image representation
- quality evaluation
- image quality metrics
- higher order
- structural information
- distorted images
- structural similarity index
- image segmentation
- kullback leibler divergence
- eye tracking
- wavelet transform
- quality measures
- evaluation metrics
- high resolution
- computer vision