Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization.
Yassine HimeurSomaya Al-MáadeedHamza KheddarNoor Al-MáadeedKhalid AbualsaudAmr MohamedTamer KhattabPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- domain adaptation
- transfer learning
- video surveillance
- target domain
- cross domain
- manifold alignment
- source domain
- labeled data
- learning tasks
- transfer knowledge
- knowledge transfer
- multiple sources
- background subtraction
- reinforcement learning
- semi supervised learning
- computer vision
- event detection
- machine learning
- moving objects
- semi supervised
- machine learning algorithms
- data sets
- object tracking
- learning algorithm
- active learning
- sentiment classification
- collaborative filtering
- text classification
- cross lingual
- co training
- unlabeled data
- text categorization
- multi class
- data sources
- test data
- test set