Classification of Human Motion Status Using UWB Radar Based on Decision Tree Algorithm.
Guoqing WangZhengliang ZhuPublished in: CSPS (2019)
Keyphrases
- decision tree algorithm
- human motion
- decision trees
- classification rules
- classification models
- motion capture
- human body
- motion recognition
- training set
- pattern recognition
- classification accuracy
- video sequences
- decision tree algorithms
- image classification
- optical motion capture
- motion sequences
- classification algorithm
- naive bayes
- machine learning
- class labels
- human actions
- cost sensitive
- body parts
- random forest
- feature extraction
- training data
- support vector
- feature selection
- ultra wide band
- human movements
- motion capture data
- feature space
- support vector machine
- visual data
- supervised learning
- support vector machine svm