PrefIQA: Human Preference Learning for AI-generated Image Quality Assessment.
Hengjian GaoKaiwei ZhangWei SunChunyi LiHuiyu DuanXiaohong LiuXiongkuo MinGuangtao ZhaiPublished in: ISCAS (2024)
Keyphrases
- image quality assessment
- preference learning
- structural similarity
- quality assessment
- image quality
- gaussian processes
- ordinal regression
- correlation coefficient
- pairwise comparison
- natural images
- image database
- machine learning
- quality metrics
- recommender systems
- ranking functions
- quality evaluation
- structural information
- human perception
- visual perception
- image data
- natural scenes
- active learning