Gaussian mixture classification for moving object detection in video surveillance environment.
Lionel CarminatiJenny Benois-PineauPublished in: ICIP (3) (2005)
Keyphrases
- video surveillance
- moving object detection
- gaussian mixture
- surveillance system
- background subtraction
- motion detection
- moving objects
- computer vision
- detection of moving objects
- visual surveillance
- object tracking
- image classification
- background modeling
- density estimation
- probability density function
- feature vectors
- feature extraction
- event detection
- feature selection
- covariance matrix
- gaussian mixture model
- mixture model
- unsupervised learning
- em algorithm
- mixture of gaussians
- training set
- moving camera
- supervised learning
- background model
- object detection
- feature space
- image processing