Multitask convolutional neural network for no-reference image quality assessment.
Yuge HuangXiang TianYaowu ChenRongxin JiangPublished in: J. Electronic Imaging (2018)
Keyphrases
- multi task
- convolutional neural network
- image quality assessment
- natural scene statistics
- quality assessment
- face detection
- structural similarity
- image quality
- learning tasks
- image quality measures
- human visual system
- perceptual image quality
- learning problems
- image database
- multi class
- transfer learning
- reduced reference
- quality metrics
- feature selection
- correlation coefficient
- visual perception
- natural images
- quality evaluation
- neural network
- image quality metrics
- human perception
- subjective quality
- natural scenes
- quality measures
- bit rate
- mutual information
- face recognition
- data mining