Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets.
Tian WangYang ChenMengyi ZhangJie ChenHichem SnoussiPublished in: IEEE Access (2017)
Keyphrases
- action recognition
- transfer learning
- activity recognition
- action recognition in videos
- static images
- human activities
- video dataset
- human actions
- bag of words
- learning tasks
- cross domain
- labeled data
- knowledge transfer
- action classification
- motion history images
- human detection
- human object interactions
- computer vision
- semi supervised learning
- active learning
- reinforcement learning
- structure learning
- machine learning
- body parts
- transfer knowledge
- multi task learning
- recognition of human actions
- machine learning algorithms
- text mining
- text classification
- recognizing human actions
- learning algorithm
- human pose
- target domain
- multi task
- text categorization
- decision trees
- video data
- unlabeled data