Estimating Anomality of the Video Sequences for Surveillance Using 1-Class SVM.
Kyoko SudoTatsuya OsawaKaoru WakabayashiHideki KoikeKenichi ArakawaPublished in: IEICE Trans. Inf. Syst. (2008)
Keyphrases
- video sequences
- multi class classification
- support vector
- image sequences
- support vector machine svm
- support vector machine
- multi class svm
- svm classification
- visual tracking
- unbalanced data
- neural network
- single class
- classification algorithm
- inter frame
- multi camera
- decision boundary
- learning machines
- svm classifier
- kernel function
- video data
- motion estimation
- feature vectors