A comparative study of shallow learning and deep transfer learning techniques for accurate fingerprints vitality detection.
Donato ImpedovoVincenzo DentamaroGiacomo AbbattistaVincenzo GattulliGiuseppe PirloPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- multi task learning
- learning process
- learning algorithm
- reinforcement learning
- transfer knowledge
- domain adaptation
- multi task
- learning problems
- transferring knowledge
- sample selection bias
- active learning
- cross domain
- machine learning
- data sets
- test data
- unsupervised learning
- previously unseen
- multiple tasks