Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing.
Oeslle LucenaAmadeu JuniorVitor MoiaRoberto SouzaEduardo ValleRoberto de Alencar LotufoPublished in: ICIAR (2017)
Keyphrases
- transfer learning
- convolutional neural networks
- convolutional network
- learning tasks
- knowledge transfer
- labeled data
- biometric systems
- machine learning
- liveness detection
- cross domain
- reinforcement learning
- transfer knowledge
- active learning
- domain adaptation
- semi supervised learning
- collaborative filtering
- multi task
- machine learning algorithms
- human faces
- face images
- text classification
- transferring knowledge
- target domain
- facial expressions
- manifold alignment
- multi task learning
- learning algorithm
- domain specific
- feature selection
- text mining
- data sets
- natural language processing
- e learning
- information retrieval
- supervised learning
- training data
- text categorization
- support vector machine
- neural network