Simultaneous estimation of image quality and distortion via multi-task convolutional neural networks.
Le KangPeng YeYi LiDavid S. DoermannPublished in: ICIP (2015)
Keyphrases
- multi task
- image quality
- convolutional neural networks
- multi task learning
- learning tasks
- quality metrics
- multiple tasks
- quality assessment
- perceptual image quality
- multi class
- distorted images
- feature selection
- visual quality
- gaussian processes
- bit rate
- learning problems
- multitask learning
- image data
- high quality
- transfer learning
- human visual system
- learning algorithm
- kernel methods
- sparse learning
- machine learning
- learning process
- data sets