Selective Linear-Regression Model for hand posture discrimination and grip force estimation using surface electromyogram signals.
Yusuke YamanoiSoichiro MorishitaRyu KatoHiroshi YokoiPublished in: EMBC (2015)
Keyphrases
- linear regression model
- emg signals
- hand postures
- regression model
- regression analysis
- linear regression
- hand posture recognition
- independent component analysis
- degrees of freedom
- d objects
- signal processing
- complex background
- video images
- three dimensional
- lighting conditions
- feature selection
- pose estimation
- principal component analysis
- viewpoint