Fingerprint sensor classification via Mélange of handcrafted features.
Akshay AgarwalRicha SinghMayank VatsaPublished in: ICPR (2016)
Keyphrases
- feature extraction
- feature vectors
- classification accuracy
- feature set
- classification process
- feature space
- classification models
- classification method
- image classification
- svm classifier
- feature selection
- fingerprint classification
- image features
- real time
- extracted features
- feature analysis
- support vector machine
- low level
- benchmark datasets
- pattern classification
- gender classification
- machine learning
- sensor data
- pattern recognition
- feature values
- decision trees
- feature reduction
- fingerprint matching
- singular points
- fingerprint images
- classification scheme
- feature representation
- false positives
- feature selection algorithms
- minutiae extraction
- person authentication
- feature extraction and classification
- feature subset
- fingerprint recognition
- features extraction
- machine learning algorithms
- irrelevant features
- text classification
- training set
- classification algorithm
- structural features
- supervised learning