Human Gait Classification Using Micro-Motion and Ensemble Learning.
Li SunYan-Xin YuanQun ZhangYi-Cheng WuPublished in: IGARSS (2018)
Keyphrases
- ensemble learning
- human gait
- generalization ability
- ensemble methods
- gait analysis
- classification accuracy
- feature selection
- motion analysis
- decision trees
- person identification
- gait recognition
- image sequences
- feature vectors
- support vector
- learning algorithm
- support vector machine svm
- support vector machine
- text classification
- human body
- machine learning
- gender classification
- human identification
- human motion
- feature extraction
- feature space
- image classification
- supervised learning
- neural network
- image processing
- training set
- motion tracking
- artificial neural networks
- motion capture
- benchmark datasets
- feature set
- base classifiers
- unsupervised learning
- unlabeled data
- pattern classification
- motion model
- training samples