Dual layer transfer learning for sEMG-based user-independent gesture recognition.
Yingwei ZhangYiqiang ChenHanchao YuXiaodong YangWang LuPublished in: Pers. Ubiquitous Comput. (2022)
Keyphrases
- transfer learning
- gesture recognition
- collaborative filtering
- learning tasks
- human computer interaction
- labeled data
- knowledge transfer
- sign language recognition
- hand gestures
- hidden markov models
- sign language
- cross domain
- machine learning
- human machine interface
- user interface
- multi task
- hand gesture recognition
- active learning
- transfer knowledge
- manifold alignment
- transferring knowledge
- semi supervised learning
- domain adaptation
- human robot interaction
- machine learning algorithms
- text classification
- text mining
- prior knowledge
- reinforcement learning
- unlabeled data
- supervised learning
- nearest neighbor
- hand motion
- recommender systems
- feature selection