Incremental Principal Component Pursuit for Video Background Modeling.
Paul RodríguezBrendt WohlbergPublished in: J. Math. Imaging Vis. (2016)
Keyphrases
- principal components
- background modeling
- video surveillance
- principal component analysis
- subspace learning
- dimensionality reduction
- background subtraction
- video sequences
- motion detection
- varying illumination
- video data
- video frames
- object detection
- complex background
- moving objects
- background model
- hyperplane
- foreground objects
- multimedia
- event detection
- space time
- moving camera
- motion estimation
- object tracking
- surveillance system
- frame rate
- dynamic scenes
- multi camera
- high dimensional
- data sets
- covariance matrix
- image segmentation
- mixture of gaussians
- image sequences
- training data
- low dimensional
- maximum likelihood
- particle filter
- post processing
- lighting conditions