No-reference stereoscopic image quality assessment using a multi-task CNN and registered distortion representation.
Yiqing ShiWenzhong GuoYuzhen NiuJiamei ZhanPublished in: Pattern Recognit. (2020)
Keyphrases
- image quality assessment
- multi task
- reduced reference
- quality metrics
- image quality measures
- quality assessment
- perceptual image quality
- distorted images
- structural similarity
- image quality
- natural scene statistics
- structural similarity index
- natural images
- learning tasks
- image database
- quality evaluation
- human visual system
- correlation coefficient
- subjective quality
- quality estimation
- image quality metrics
- human perception
- learning problems
- visual perception
- feature selection
- quality measures
- denoising
- object recognition
- kullback leibler divergence
- transfer learning
- image data
- active learning