TTL-IQA: Transitive Transfer Learning Based No-Reference Image Quality Assessment.
Xiaohan YangFan LiHantao LiuPublished in: IEEE Trans. Multim. (2021)
Keyphrases
- transfer learning
- image quality assessment
- quality assessment
- natural scene statistics
- structural similarity
- image quality
- image database
- image quality measures
- knowledge transfer
- human visual system
- natural images
- human perception
- reinforcement learning
- correlation coefficient
- labeled data
- machine learning
- cross domain
- reduced reference
- quality metrics
- visual perception
- active learning
- machine learning algorithms
- structural similarity index
- image quality metrics
- collaborative filtering
- subjective quality
- blind image quality assessment
- text classification
- quality measures
- distorted images
- quality evaluation
- text categorization
- semi supervised learning
- kullback leibler divergence
- text mining
- target domain
- natural scenes
- training data
- learning algorithm