Automatic Gait Classification using Arm Acceleration based on Stature and Gait Speed.
Kodai KitagawaChikamune WadaNobuyuki ToyaPublished in: LifeTech (2022)
Keyphrases
- human recognition
- gait recognition
- gait analysis
- classification accuracy
- pattern classification
- pattern recognition
- human gait
- biped robot
- class labels
- semi automatic
- support vector
- human identification
- human gait recognition
- classification scheme
- limit cycle
- statistical classification
- classification models
- fully automatic
- machine learning
- gait patterns
- walking speed
- decision trees
- feature vectors
- supervised learning
- image classification
- classification algorithm
- automatic classification
- neural network
- features extraction
- machine learning algorithms
- person identification
- classification process
- support vector machine
- motion capture
- legged robots
- training set
- feature selection
- classification rules