A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval.
Liu YangRong JinLily B. MummertRahul SukthankarAdam GoodeBin ZhengSteven C. H. HoiMahadev SatyanarayananPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2010)
Keyphrases
- medical image retrieval
- boosting framework
- distance metric learning
- distance metric
- metric learning
- image classification
- semi supervised
- semidefinite programming
- gender classification
- nonlinear dimensionality reduction
- medical images
- preprocessing step
- data points
- component analysis
- image annotation
- automatic annotation
- visual words
- nearest neighbor classification
- machine learning
- kernel matrix
- learning tasks
- pairwise constraints
- euclidean distance
- supervised learning
- training samples
- distance measure