Multiscale convolutional neural network for no-reference image quality assessment with saliency detection.
Xiaodong FanYang WangChangzhong WangXiangyue ChenPublished in: Multim. Tools Appl. (2022)
Keyphrases
- saliency detection
- image quality assessment
- multiscale
- natural images
- natural scene statistics
- saliency map
- natural scenes
- human visual system
- image quality measures
- reduced reference
- quality assessment
- image representation
- scale space
- salient regions
- wavelet transform
- image quality
- structural similarity
- image processing
- quality metrics
- image segmentation
- object detection
- test images
- higher order
- superpixels
- correlation coefficient
- quality measures
- wavelet coefficients
- detection method
- mutual information
- image database
- salient objects
- computational complexity
- information theory
- moving objects
- object recognition
- perceptual image quality