Multimedia event detection using GMM supervectors and SVMS.
Yusuke KamishimaNakamasa InoueKoichi ShinodaShunsuke SatoPublished in: ICIP (2012)
Keyphrases
- multimedia event detection
- support vector
- gaussian mixture model
- event detection
- video annotation
- feature vectors
- event recognition
- kernel function
- multi class
- feature selection
- feature space
- support vector machine
- training set
- mixture model
- kernel methods
- machine learning
- em algorithm
- knn
- expectation maximization
- background subtraction
- maximum likelihood
- object tracking
- video surveillance
- training data