Clustered Microcalcification detection based on a Multiple Kernel Support Vector Machine with Grouped Features (GF-SVM).
Tian-Tian ChangJun FengHong-Wei LiuHorace Ho-Shing IpPublished in: ICPR (2008)
Keyphrases
- support vector machine
- multiple kernel
- svm classifier
- multiple kernel learning
- svm classification
- feature vectors
- support vector machine svm
- support vector
- feature space
- kernel methods
- multi class
- feature selection
- multiple features
- kernel function
- image features
- knn
- hyperplane
- training set
- digital mammography
- maximum margin
- binary classification
- low level
- classification accuracy
- linear combination
- pairwise
- support vectors
- decision boundary
- k nearest neighbor
- feature extraction
- image classification
- ls svm
- training data
- gender classification
- string kernels
- machine learning
- digital mammograms