Generalizable No-Reference Image Quality Assessment via Deep Meta-Learning.
Hancheng ZhuLeida LiJinjian WuWeisheng DongGuangming ShiPublished in: IEEE Trans. Circuits Syst. Video Technol. (2022)
Keyphrases
- meta learning
- image quality assessment
- natural scene statistics
- quality assessment
- structural similarity
- learning tasks
- inductive learning
- image quality
- model selection
- image quality measures
- image database
- human visual system
- correlation coefficient
- machine learning algorithms
- decision trees
- natural images
- quality metrics
- subjective quality
- image quality metrics
- reduced reference
- machine learning
- perceptual image quality
- visual perception
- kullback leibler divergence
- feature selection
- human perception
- quality evaluation
- quality measures
- natural scenes
- distorted images
- base classifiers
- metamodel
- image data
- visual quality
- active learning
- feature space