Evaluation of muscle force classification using shape analysis of the sEMG probability density function: a simulation study.
Fouaz Sofiane AyachiSofiane BoudaoudCatherine MarquePublished in: Medical Biol. Eng. Comput. (2014)
Keyphrases
- shape analysis
- simulation study
- probability density function
- density estimation
- shape descriptors
- medical imaging
- shape representation
- gaussian mixture model
- machine learning
- gaussian mixture
- mixture model
- euclidean space
- density function
- feature vectors
- bayesian framework
- shape space
- machine learning methods
- pattern recognition
- kernel density estimation
- statistical methods
- probability distribution
- feature extraction
- monte carlo
- expectation maximization
- low dimensional
- image processing
- feature selection