A fingerprint spoof detection based on MLP and SVM.
Luis Filipe A. PereiraHector N. B. PinheiroJose Ivson S. SilvaAnderson G. SilvaThais M. L. PinaGeorge D. C. CavalcantiTsang Ing RenJoao Paulo Nogueira de OliveirPublished in: IJCNN (2012)
Keyphrases
- multilayer perceptron
- support vector machine svm
- liveness detection
- support vector machine
- neural network
- support vector
- detection algorithm
- knn
- detection method
- false positives
- machine learning
- rbf network
- automatic detection
- detection rate
- kernel function
- artificial neural networks
- pattern recognition
- image classification
- multi layer perceptron
- fingerprint image quality
- object detection
- training data
- generalization ability
- feature extraction
- object detectors
- multi class classification
- feature selection