Multiclass boosting SVM using different texture features in HEp-2 cell staining pattern classification.
Kuan LiJianping YinZhi LuXiangfei KongRui ZhangWenyin LiuPublished in: ICPR (2012)
Keyphrases
- pattern classification
- texture features
- multi class
- feature extraction
- boosting algorithms
- feature selection
- support vector machine
- base classifiers
- cost sensitive
- feature vectors
- multi class classification
- multiclass classification
- multi class boosting
- multiclass support vector machines
- support vector machine svm
- feature set
- binary classification problems
- binary classification
- decision boundary
- support vector
- pairwise
- pattern recognition
- image features
- gray level
- svm classifier
- multiclass problems
- binary classifiers
- distance measure
- maximum margin
- multiclass svm
- weak classifiers
- feature space
- adaboost algorithm
- learning algorithm
- generalization ability
- computer vision
- machine learning
- data mining