Combining Global Features within a Nearest Neighbor Classifier for Content-based Retrieval of Medical Images.
Mark Oliver GüldChristian ThiesBenedikt FischerThomas Martin LehmannPublished in: CLEF (Working Notes) (2006)
Keyphrases
- medical images
- content based retrieval
- nearest neighbor classifier
- global features
- medical image databases
- medical image retrieval
- visual features
- multimedia databases
- nearest neighbor
- image database
- image retrieval
- video retrieval
- automatic annotation
- keypoints
- distance measure
- medical image analysis
- feature vectors
- digital libraries
- medical imaging
- training samples
- video content
- image features
- dynamic time warping
- mr images
- medical diagnosis
- biomedical images
- clinical practice
- image retrieval systems
- similarity measure
- image classification
- active learning
- high resolution
- feature space