Assessing Transfer Learning on Convolutional Neural Networks for Patch-Based Fingerprint Liveness Detection.
Amirhosein ToosiSandro CumaniAndrea BottinoPublished in: IJCCI (Selected Papers) (2017)
Keyphrases
- liveness detection
- transfer learning
- convolutional neural networks
- visible light
- iris recognition
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- fingerprint images
- semi supervised learning
- reinforcement learning
- active learning
- transfer knowledge
- text categorization
- machine learning
- collaborative filtering
- text classification
- learning algorithm
- text mining
- face recognition
- machine learning algorithms
- infrared images
- computer vision
- edge detection
- fingerprint recognition
- similarity measure
- transferring knowledge