MCR-ALS-based muscle synergy extraction method combined with LSTM neural network for motion intention detection.
Dazheng ZhaoYehao MaJingyan MengYang HuMengqi HongJiaji ZhangGuokun ZuoXiao LvYunfeng LiuChangcheng ShiPublished in: Frontiers Neurorobotics (2023)
Keyphrases
- neural network
- recurrent neural networks
- space time
- optical flow
- automatic detection
- detection method
- image sequences
- motion analysis
- detection rate
- detection accuracy
- motion model
- motion estimation
- anomaly detection
- motion patterns
- detection algorithm
- back propagation
- artificial neural networks
- spatial and temporal
- neural network model
- false alarms
- bp neural network
- motion capture
- human motion
- motion parameters
- motion detection
- humanoid robot
- camera motion
- motion tracking
- motion field
- event detection
- change detection
- fault diagnosis