Training sequential on-line boosting classifier for visual tracking.
Helmut GrabnerJan SochmanHorst BischofJiri MatasPublished in: ICPR (2008)
Keyphrases
- visual tracking
- boosted classifiers
- appearance model
- training process
- training set
- weak classifiers
- discriminative classifiers
- particle filtering
- particle filter
- mean shift
- training examples
- video sequences
- ensemble learning
- feature selection
- weak learners
- multi target tracking
- training samples
- object detectors
- data association
- training data
- robust visual tracking
- real time tracking
- hand tracking
- learning algorithm
- object tracking
- face detection
- partial occlusion
- appearance modeling
- feature space
- robust tracking
- bayesian filtering
- model based tracking
- supervised learning
- sequential monte carlo
- decision trees
- tracking objects
- state estimation
- face tracking
- multi target
- three dimensional
- image processing
- machine learning
- robust object tracking
- image sequences
- multiple targets
- support vector
- moving objects
- multi class
- nearest neighbor
- object detection
- ensemble methods