On-line Signature Biometrics using Support Vector Machine.
Aitor Mendaza-OrmazaOscar Miguel-HurtadoIvan Rubio-PoloRaul Alonso-MorenoPublished in: BIOSIG (2009)
Keyphrases
- support vector machine
- biometric authentication
- multi class
- signature recognition
- support vector machine svm
- svm classifier
- generalization ability
- training data
- multi class support vector machines
- kernel methods
- classification algorithm
- support vector
- k nearest neighbor
- feature space
- pattern recognition
- stock market prediction
- feature selection
- signature verification
- training set
- kernel function
- iris recognition
- machine learning
- feature vectors
- signature scheme
- personal identification
- support vector regression
- feature extraction
- data sets
- personal authentication