A biometric system based on Gabor feature extraction with SVM classifier for Finger-Knuckle-Print.
A. MuthukumarA. KavipriyaPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- svm classifier
- feature extraction
- biometric systems
- feature vectors
- support vector machine svm
- palmprint
- image classification
- iris recognition
- gabor filters
- biometric identification
- feature representation
- gabor wavelets
- support vector machine
- personal identification
- hand geometry
- face recognition
- feature space
- pattern recognition
- support vector
- multimodal biometric systems
- biometric data
- texture analysis
- feature selection
- texture features
- image representation
- image processing
- extracted features
- frequency domain
- multimodal biometrics
- principle component analysis
- feature set
- training set
- matching score
- dimensionality reduction
- image features
- feature fusion
- semi supervised
- principal components analysis
- texture classification
- local binary pattern
- multiple features
- similarity measure
- train a support vector machine