Signature identification via efficient feature selection and GPU-based SVM classifier.
Bernardete RibeiroNoel LopesJoão GonçalvesPublished in: IJCNN (2014)
Keyphrases
- svm classifier
- support vector machine
- feature selection
- support vector
- selected features
- informative features
- feature subset
- support vector machine svm
- feature vectors
- image classification
- machine learning
- signature recognition
- svm classification
- hyperplane
- multi class
- feature extraction
- feature selection algorithms
- training set
- decision function
- neural network
- logistic regression
- text classification
- feature set
- signature scheme
- feature weighting
- fold cross validation