Feasibility of Support Vector Machine gesture classification on a wearable embedded device.
Dong YangNeha ChhatreFabio CampiCarlo MenonPublished in: CCECE (2016)
Keyphrases
- support vector machine
- support vector
- support vector machine svm
- feature vectors
- classification method
- svm classifier
- machine learning
- gesture recognition
- feature selection
- training set
- k nearest neighbor
- generalization ability
- classification accuracy
- classification algorithm
- decision boundary
- multi class
- pattern recognition
- image classification
- high classification accuracy
- svm classification
- model selection
- kernel function
- wearable devices
- soft margin
- cellular phone
- low cost
- supervised learning
- feature space
- hyperplane
- classification models
- human computer interaction
- feature set
- multi class classification
- input device
- hidden markov models
- structured output
- training data
- physical activity
- data sets