SVM versus MAP on Accelerometer Data to Distinguish among Locomotor Activities Executed at Different Speeds.
Maurizio SchmidFrancesco Riganti FulgineiIvan BernabucciAntonino LaudaniDaniele BibboRossana MuscilloAlessandro SalviniSilvia ConfortoPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- accelerometer data
- activity recognition
- activity analysis
- support vector
- human activities
- support vector machine svm
- action recognition
- knn
- visual surveillance
- support vector machine
- machine learning
- behavior recognition
- high speed
- svm classifier
- training data
- feature vectors
- kernel function
- information processing
- feature maps
- multi class
- object recognition
- feature extraction
- feature selection