Investigation of mixture of Gaussians method for background subtraction in traffic surveillance.
Boris NikolovNikolay KostovSlava YordanovaPublished in: Int. J. Reason. based Intell. Syst. (2013)
Keyphrases
- mixture of gaussians
- background subtraction
- background model
- maximum likelihood estimation
- surveillance system
- shadow detection
- detection algorithm
- image sequences
- gaussian mixture model
- motion detection
- background modeling
- foreground detection
- em algorithm
- video surveillance
- dynamic scenes
- template matching
- energy function
- mixture model
- object detection
- k means
- foreground segmentation
- three dimensional