No-Reference Image Quality Assessment using Transfer Learning.
Hatef Otroshi-ShahrezaArash AminiHamid BehrooziPublished in: IST (2018)
Keyphrases
- transfer learning
- image quality assessment
- quality assessment
- structural similarity
- natural scene statistics
- image quality
- image database
- image quality measures
- knowledge transfer
- correlation coefficient
- perceptual image quality
- human visual system
- labeled data
- reduced reference
- active learning
- subjective quality
- reinforcement learning
- natural images
- human perception
- quality metrics
- semi supervised learning
- machine learning
- visual perception
- image quality metrics
- natural scenes
- cross domain
- collaborative filtering
- kullback leibler divergence
- visual quality
- text categorization
- learning algorithm
- text classification
- data mining
- target domain
- quality measures
- data sets
- random variables
- machine learning algorithms
- unlabeled data
- image data
- feature space