Self-Supervised Image Quality Assessment through Active Learning.
Yunchao YuQingbing SangPublished in: CSAIDE (2024)
Keyphrases
- image quality assessment
- active learning
- structural similarity
- quality assessment
- image quality
- image database
- natural scene statistics
- correlation coefficient
- image quality measures
- human visual system
- image quality metrics
- natural images
- semi supervised
- visual perception
- quality measures
- blind image quality assessment
- learning algorithm
- similarity index
- distorted images
- machine learning
- human perception
- reduced reference
- labeled data
- structural similarity index
- image data
- transfer learning
- quality evaluation
- quality metrics
- reconstructed image
- natural scenes
- training set
- structural information
- computer vision