Ensemble of shape functions and support vector machines for the estimation of discrete arm muscle activation from external biceps 3D point clouds.
Leandro AbrahamFacundo BrombergRaymundo ForradellasPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- shape estimation
- feature selection
- ensemble learning
- neural network
- shape model
- simply connected
- shape matching
- logistic regression
- kernel function
- classification accuracy
- training data
- shape features
- generalization ability
- material properties
- continuous functions
- support vector machine
- multi class
- shape analysis
- point cloud
- kernel methods
- cross validation
- discrete version
- training set
- laser scanner
- image segmentation
- shape representation
- feature ranking
- multi class classification
- model selection
- vector field
- svm classifier