MTUP: Multi-Task CNN with Uncertainty and Probability for No-Reference Image Quality Assessment.
Weifeng ShiJunhao ChenBingrui SongYuzhen NiuPublished in: AIPR (2021)
Keyphrases
- image quality assessment
- multi task
- structural similarity
- quality assessment
- natural scene statistics
- learning tasks
- image quality
- image quality measures
- conditional probabilities
- image database
- image quality metrics
- multi class
- reduced reference
- human visual system
- feature selection
- quality metrics
- perceptual image quality
- correlation coefficient
- learning problems
- transfer learning
- visual perception
- quality evaluation
- natural images
- quality measures
- probability distribution
- human perception
- distorted images
- visual quality
- kullback leibler divergence
- image data
- denoising
- machine learning
- bayesian networks
- image features
- kernel methods
- data quality