An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier.
Dario MaioLoris NanniPublished in: Neurocomputing (2005)
Keyphrases
- gabor filters
- fingerprint verification
- fingerprint images
- parzen window
- texture features
- texture analysis
- pattern classification
- mutual information
- density estimation
- feature extraction
- feature vectors
- probability density function
- feature set
- feature space
- palmprint
- personal identification
- decision trees
- feature selection
- support vector machine
- nearest neighbor
- texture images
- training set
- support vector
- multiscale
- training data