Fingerprint classification based on a Q-Gaussian multiclass support vector machine.
Mohamed HammadKuanquan WangPublished in: ICBEA (2017)
Keyphrases
- multi class
- fingerprint classification
- support vector machine
- singular points
- gaussian kernel
- extreme learning machine
- multiclass problems
- svm classifier
- multi class classification
- support vector
- fingerprint matching
- support vector machine svm
- cost sensitive
- multiclass classification
- feature selection
- pairwise
- training set
- feature vectors
- binary classification
- generalization ability
- maximum likelihood
- zero crossing
- fingerprint images
- support vector regression
- kernel methods
- k nearest neighbor
- base classifiers
- hyperplane
- scale space
- knn
- machine learning
- ls svm
- binary classifiers
- boosting algorithms
- perceptron algorithm
- kernel function
- feature space
- training data
- high dimensional