Gait recognition using Linear Discriminant Analysis with artificial walking conditions.
Xiaxi HuangNikolaos V. BoulgourisPublished in: ICIP (2010)
Keyphrases
- linear discriminant analysis
- discriminant analysis
- biped robot
- human gait
- principal component analysis
- face recognition
- dimensionality reduction
- feature extraction
- small sample size
- dimension reduction
- gait patterns
- discriminant features
- feature space
- high dimensional data
- human walking
- support vector
- walking speed
- support vector machine svm
- null space
- fisher criterion
- linear discriminant
- legged robots
- limit cycle
- subspace methods
- gait analysis
- gait recognition
- human identification
- scatter matrix
- generalized discriminant analysis
- class separability
- pattern recognition
- feature analysis
- principal components
- nearest neighbor
- feature vectors
- high dimensional
- image processing
- computer vision
- data sets