A probabilistic SVM approach for background scene initialization.
Horng-Horng LinTyng-Luh LiuJen-Hui ChuangPublished in: ICIP (3) (2002)
Keyphrases
- support vector machine svm
- background pixels
- support vector
- background model
- d scene
- video sequences
- support vector machine
- training data
- knn
- dynamic scenes
- foreground objects
- moving objects
- stationary camera
- spatially correlated
- scene analysis
- image sequences
- scene understanding
- real sequences
- background subtraction
- machine learning
- bayesian networks
- probabilistic model
- input image
- svm classification
- kernel function
- kernel methods
- complex scenes
- feature vectors
- uncertain data
- video scene
- single image
- foreground and background
- background image
- real world scenes
- hyperplane
- complex background
- multi class
- svm classifier
- image classification
- text classification
- multiple objects
- multiple images