Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography.
Rami N. KhushabaAgamemnon KrasoulisAdel Al-JumailyKianoush NazarpourPublished in: EMBC (2018)
Keyphrases
- feature extraction
- pattern recognition
- spatio temporal
- movement patterns
- image processing
- pattern classification
- spatial and temporal
- support vector machine svm
- dimensionality reduction
- preprocessing
- image classification
- pattern analysis
- spatio temporal data
- image derivatives
- signal processing
- moving objects
- texture analysis
- feature extraction and classification
- image analysis
- pattern representation
- field of pattern recognition
- principal component analysis
- neural network
- feature vectors
- dimension reduction
- human recognition
- feature fusion
- feature representation
- machine learning
- palmprint
- space time
- frequency domain
- feature set
- feature selection
- discriminant analysis
- linear discriminant analysis
- iris recognition
- measured data
- speech recognition
- defect detection
- pattern recognition problems
- inertial sensors
- rough sets
- wavelet transform
- image sequences