Metric learning for maximizing MAP and its application to content-based medical image retrieval.
Wei YangQianjin FengZhentai LuWufan ChenPublished in: ISBI (2011)
Keyphrases
- medical image retrieval
- distance metric learning
- metric learning
- distance metric
- pairwise
- semi supervised
- dimensionality reduction
- learning tasks
- image classification
- distance function
- nearest neighbor classification
- multi task
- automatic annotation
- image retrieval
- medical images
- kernel matrix
- nonlinear dimensionality reduction
- feature space
- gender classification
- object recognition
- pattern recognition
- manifold learning
- feature extraction
- semi supervised learning