Topological and Statistical Behavior Classifiers for Tracking Applications.
Paul BendichSang Peter ChinJesse ClarkeJonathan deSenaJohn HarerElizabeth MunchAndrew NewmanDavid PorterDavid RouseNate StrawnAdam WatkinsPublished in: CoRR (2014)
Keyphrases
- behavior analysis
- statistical analysis
- training data
- training set
- classification systems
- linear classifiers
- real time
- supervised classification
- feature selection
- human behavior
- topological properties
- mean shift
- kalman filter
- statistical information
- particle filtering
- statistical methods
- motion model
- statistical models
- test set
- particle filter
- decision trees
- background subtraction
- motion tracking
- moving target
- robust tracking
- multiple classifiers
- roc curve
- statistical tests
- classification models
- motion analysis
- visual tracking
- svm classifier
- training examples
- feature set
- mobile robot
- support vector
- machine learning