Enhancing Fingerprint Liveness Detection Accuracy Using Deep Learning: A Comprehensive Study and Novel Approach.
Deep R. KothadiyaChintan M. BhattDhruvil SoniKalpita GadheSamir B. PatelAlessandro BrunoPier Luigi MazzeoPublished in: J. Imaging (2023)
Keyphrases
- detection accuracy
- deep learning
- face detection
- detection algorithm
- unsupervised learning
- unsupervised feature learning
- false detections
- detection rate
- machine learning
- number of false alarms
- weakly supervised
- deep architectures
- multi class
- video sequences
- feature extraction
- face recognition
- decision making
- mental models
- computer vision
- data mining