Fingerprint multiple-class classifier: performance evaluation on known and unknown fingerprint spoofing materials.
Divine Senanu AmetefeSuzi Seroja SarninDarmawaty Mohd AliDah JohnAbdulmalik Adozuka AliuPublished in: Int. J. Biom. (2024)
Keyphrases
- liveness detection
- fingerprint recognition
- class labels
- fingerprint matching
- fingerprint identification
- fingerprint images
- fingerprint authentication
- multiclass classification
- training data
- fingerprint verification
- fingerprint image quality
- visible light
- orientation field
- intra class
- classification algorithm
- feature selection
- feature space
- data sets
- decision trees
- fingerprint classification
- feature extraction
- biometric identification
- multi class problems
- class membership
- training examples
- singular points
- class probabilities
- training set
- support vector machine
- training samples
- biometric systems