Gait phase classification for in-home gait assessment.
Minxiang YeCheng YangVladimir StankovicLina StankovicSamuel ChengPublished in: ICME (2017)
Keyphrases
- human recognition
- gait recognition
- human gait recognition
- gait analysis
- decision trees
- human gait
- training phase
- classification accuracy
- person identification
- automatic classification
- classification scheme
- learning phase
- text classification
- human identification
- feature vectors
- support vector
- pattern classification
- classification systems
- machine learning
- benchmark datasets
- feature extraction
- feature selection
- human motion
- gait features
- decision rules
- motion capture
- gait patterns
- classification process
- walking speed
- model selection
- support vector machine
- preprocessing phase
- feature space
- supervised learning
- biped robot
- training set
- classification rules
- training samples
- class labels
- classification algorithm
- classification method