Comparing one-class and two-class SVM classifiers for normal mammogram detection.
Mona Y. ElshinawyAbdel-Hameed A. BadawyWael W. AbdelmageedMohamed F. ChouikhaPublished in: AIPR (2010)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- support vector machine classifier
- digital mammography
- target class
- image classification
- feature vectors
- digital mammograms
- training set
- multiple classes
- decision function
- multi class
- object detection
- reduced set
- single class
- adaboost classifier
- binary classifiers
- support vectors
- computer aided diagnosis
- hyperplane
- feature space
- feature selection
- svm classification
- class labels
- medical images
- hidden markov models
- abnormal behavior
- object recognition
- pattern recognition
- computer vision