Enlighten Wearable Physiological Monitoring Systems: On-Body RF Characteristics Based Human Motion Classification Using a Support Vector Machine.
Yishuang GengJin ChenRuijun FuGuanqun BaoKaveh PahlavanPublished in: IEEE Trans. Mob. Comput. (2016)
Keyphrases
- human motion
- support vector machine
- monitoring system
- human body
- body parts
- motion capture
- support vector
- feature vectors
- feature selection
- svm classification
- feature space
- optical motion capture
- pose estimation
- image sequences
- motion recognition
- machine learning
- training set
- video sequences
- motion sequences
- feature points
- spatio temporal
- training data
- visual data
- gait recognition
- decision trees