Siamese-Network-Based Learning to Rank for No-Reference 2D and 3D Image Quality Assessment.
Yuzhen NiuDong HuangYiqing ShiXiao KePublished in: IEEE Access (2019)
Keyphrases
- learning to rank
- image quality assessment
- quality assessment
- ranking functions
- natural scene statistics
- image quality
- structural similarity
- information retrieval
- image database
- loss function
- correlation coefficient
- human visual system
- image quality measures
- evaluation measures
- quality metrics
- natural images
- perceptual image quality
- document retrieval
- reduced reference
- subjective quality
- collaborative filtering
- human perception
- visual perception
- quality evaluation
- test collection
- image quality metrics
- kullback leibler divergence
- natural scenes
- quality measures
- distorted images
- evaluation metrics
- web search engines
- retrieval systems
- visual quality
- image data