MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics.
Li YuJunyang LiFarhad PakdamanMiaogen LingMoncef GabboujPublished in: IEEE Signal Process. Lett. (2023)
Keyphrases
- natural scene statistics
- image quality assessment
- multiscale
- natural images
- blind image quality assessment
- structural similarity
- quality assessment
- image quality
- saliency map
- natural scenes
- perceptual quality
- image database
- wavelet domain
- visual quality
- correlation coefficient
- image representation
- wavelet transform
- reduced reference
- image processing
- scale space
- human perception
- human visual system
- distorted images
- visual perception
- quality metrics
- image segmentation
- image data
- quality evaluation
- kullback leibler divergence
- quality measures
- wavelet coefficients
- image content
- high resolution
- visual attention