Effects of non-training movements on the performance of motion classification in electromyography pattern recognition.
Xiangxin LiShixiong ChenHaoshi ZhangXiufeng ZhangGuanglin LiPublished in: EMBC (2014)
Keyphrases
- pattern recognition
- pattern classification
- training process
- training samples
- supervised learning
- training phase
- training set
- neural network
- pattern recognition problems
- machine learning
- support vector machine svm
- feature extraction
- image analysis
- motion estimation
- image sequences
- support vector machine
- image processing
- classification accuracy
- decision trees
- signal processing
- data sets
- human movements
- human motion
- motion analysis
- wall motion
- camera motion
- space time
- dimensionality reduction
- optical flow
- classification method
- motion model
- classification algorithm
- svm classifier
- training dataset
- image classification
- restricted boltzmann machine
- computer vision