Off-line Signature Verification Using Enhanced Modified Direction Features in Conjunction with Neural Classifiers and Support Vector Machines.
Vu NguyenMichael BlumensteinVallipuram MuthukkumarasamyGraham LeedhamPublished in: ICDAR (2007)
Keyphrases
- support vector
- svm classifier
- feature set
- neural classifier
- learning machines
- classification accuracy
- feature selection
- extracted features
- training examples
- feature extraction
- classification models
- support vector machine
- input features
- classification process
- large margin classifiers
- feature extractors
- linear classifiers
- machine learning approaches
- feature ranking
- image features
- classification method
- neural network
- network architecture
- ensemble learning
- decision tree classifiers
- feature selection algorithms
- logistic regression
- class labels
- machine learning algorithms
- kernel function
- feature subset
- discriminative classifiers
- classifier combination
- individual features
- binary classification
- roc curve
- model selection
- training set
- training data
- face recognition
- decision trees
- machine learning