Background subtraction by non-parametric probabilistic clustering.
Alessandro LanzaSamuele SaltiLuigi di StefanoPublished in: AVSS (2011)
Keyphrases
- background subtraction
- moving objects
- foreground objects
- video surveillance
- motion detection
- object detection
- image sequences
- background model
- clustering algorithm
- surveillance system
- k means
- foreground detection
- gaussian mixture model
- post processing
- background modeling
- moving camera
- human detection
- appearance model
- dynamic scenes
- shadow detection
- traffic monitoring
- background updating
- background image
- mixture of gaussians
- foreground and background
- generative model
- moving object detection
- pixel wise
- foreground segmentation
- dynamic background
- detection of moving objects
- background estimation
- gaussian process
- multi class
- maximum likelihood
- moving object segmentation