Evaluation of classifier topologies for the real-time classification of simultaneous limb motions.
Max Ortiz-CatalanRickard BranemarkBo HåkanssonPublished in: EMBC (2013)
Keyphrases
- real time
- classification method
- classification algorithm
- classification scheme
- classification process
- svm classifier
- support vector
- learning vector quantization
- classifier combination
- classification rate
- support vector machine
- decision trees
- pattern recognition
- classification accuracy
- final classification
- feature set
- class labels
- binary classifiers
- nearest neighbor classifier
- training samples
- classification models
- k nearest neighbour
- decision boundary
- feature space
- feature selection
- high classification accuracy
- hierarchical classification
- pattern classification
- robust classification
- probabilistic classifiers
- accurate classification
- multiple classifiers
- multiple classifier systems
- motion recognition
- multi class classifier
- training data
- fold cross validation
- unseen data
- machine learning
- video sequences
- multi category
- training set
- feature vectors
- multi class
- image classification
- text classification
- supervised classification
- learning phase
- decision tree classifiers
- higher classification accuracy
- multiclass classification
- individual classifiers
- classification schemes
- training process
- optical flow
- associative classifiers
- roc curve
- nearest neighbour
- bayesian classifier
- fuzzy support vector machine
- sufficient training data