dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs.
Kede MaWentao LiuTongliang LiuZhou WangDacheng TaoPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- learning algorithm
- image pairs
- learning to rank
- blind image quality assessment
- supervised learning
- ranking functions
- single image
- natural scene statistics
- information retrieval
- image registration
- image quality
- loss function
- image matching
- evaluation measures
- image quality assessment
- ranking svm
- input image
- training data
- collaborative filtering
- learning to rank algorithms
- evaluation metrics
- geometric transformations
- document retrieval
- multimedia
- pairwise
- image database
- natural images