Tuning SVM-Based Relevance Feedback for the Interactive Classification of Images.
Marin FerecatuMichel CrucianuNozha BoujemaaPublished in: EWIMT (2004)
Keyphrases
- relevance feedback
- image classification
- image retrieval
- image database
- cbir systems
- support vector
- image data
- image collections
- support vector machine svm
- computer graphics
- input image
- support vector machine
- pattern recognition
- image analysis
- image features
- test images
- retrieved images
- feature extraction
- edge detection
- image search
- image retrieval systems
- ground truth
- decision trees
- three dimensional
- unsupervised learning
- svm classifier
- image annotation
- preprocessing stage
- information retrieval systems
- feature vectors
- training data
- computer vision
- classification accuracy
- object recognition
- pigmented skin lesions
- feature selection
- relevant images
- user system interaction
- query refinement
- svm classification
- hyperspectral images
- machine learning
- retrieval process
- retrieval model
- user interaction
- query expansion
- feature points
- supervised learning
- image registration
- feature space
- similarity measure
- search engine