A Finger Knuckle Print Classification System Using SVM for Different LBP Variants.
Imran RiazAhmad Nazri AliIlyas Ahmad HuqqaniPublished in: RoViSP (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature selection
- classification method
- classification algorithm
- svm classification
- feature extraction
- multi class classification
- feature vectors
- pattern recognition
- support vector machine classifiers
- feature space
- pattern classification
- text classification
- training set
- improves the classification accuracy
- partially supervised
- fold cross validation
- feature set
- generalization ability
- image classification
- knn
- kernel function
- high classification accuracy
- unbalanced data
- histogram intersection kernel
- multiclass support vector machines
- decision trees
- machine learning
- decision boundary
- classification models
- classification performances
- neural network
- k nearest neighbor
- supervised learning
- face recognition
- fuzzy support vector machine