Investigation of the Optimal Sensor Location and Classifier for Human Motion Classification.
Anuar MohamedNur Aqilah OthmanHamzah AhmadMohd Hasnun Arif HassanPublished in: ICCSCE (2022)
Keyphrases
- human motion
- binary decision tree
- classification method
- classification algorithm
- support vector
- feature selection
- motion capture
- training set
- support vector machine
- class labels
- decision trees
- feature set
- human body
- classification accuracy
- machine learning
- feature space
- feature subset
- video sequences
- image sequences
- class dependent
- image classification
- spatio temporal
- human motion analysis
- sensor networks
- motion recognition
- human movement
- multi label classification
- motion sequences
- human motion tracking
- articulated motion
- optical motion capture
- binary classifiers
- training data
- bayesian classifier
- humanoid robot
- body parts
- human actions
- motion synthesis
- sensor data
- knn