Lightweight transformer and multi-head prediction network for no-reference image quality assessment.
Zhenjun TangYihua ChenZhiyuan ChenXiaoping LiangXianquan ZhangPublished in: Neural Comput. Appl. (2024)
Keyphrases
- lightweight
- image quality assessment
- quality assessment
- structural similarity
- natural scene statistics
- image quality
- communication infrastructure
- wireless sensor networks
- quality metrics
- human visual system
- dos attacks
- reduced reference
- image database
- natural images
- image quality measures
- subjective quality
- blind image quality assessment
- perceptual image quality
- correlation coefficient
- kullback leibler divergence
- human perception
- communication networks
- quality evaluation
- structural similarity index
- network structure
- image quality metrics
- quality measures
- mutual information
- high quality