Hard Margin SVM for Biomedical Image Segmentation.
Chen PanXiangguo YanChongxun ZhengPublished in: ISNN (3) (2005)
Keyphrases
- image segmentation
- support vector
- maximum margin
- support vector machine svm
- decision boundary
- soft margin
- support vector machine
- svm classifier
- training set
- multiscale
- standard svm
- hyperplane
- markov random field
- knn
- image processing
- graph cuts
- feature selection
- text mining
- support vectors
- boundary detection
- segmentation algorithm
- energy function
- level set method
- training data
- kernel methods
- computer vision
- svm classification
- biomedical images
- deformable models
- loss function
- kernel function
- image analysis
- expectation maximization
- method for image segmentation
- large margin classifiers
- learning algorithm
- feature space
- biomedical data
- multi class classification
- gray level
- biomedical literature
- multi class
- radial basis function
- decision function
- multiple kernel learning
- segmentation method
- fuzzy c means