Comparison of Classification Methods for Time-Series Detection of Perspiration as a Liveness Test in Fingerprint Devices.
Stephanie A. C. SchuckersSujan T. V. ParthasaradhiReza DerakhshaniLarry A. HornakPublished in: ICBA (2004)
Keyphrases
- classification systems
- machine learning methods
- preprocessing
- classification method
- robust classification
- feature extraction
- feature extraction and classification
- significant improvement
- classification algorithm
- cross validation
- text classification
- density estimation
- classification models
- classification accuracy
- pattern recognition
- fractal dimensions
- statistical tests
- data sets
- benchmark data sets
- object detection
- support vector machine
- feature vectors
- training set
- feature space
- data mining
- neural network