Robust Background Subtraction Based on Perceptual Mixture-of-Gaussians with Dynamic Adaptation Speed.
Mahfuzul HaqueM. Manzur MurshedPublished in: ICME Workshops (2012)
Keyphrases
- background subtraction
- mixture of gaussians
- dynamic adaptation
- background model
- moving objects
- background modeling
- surveillance system
- image sequences
- video surveillance
- foreground objects
- foreground pixels
- motion detection
- gaussian mixture model
- object detection
- maximum likelihood estimation
- dynamic scenes
- background image
- moving camera
- density estimation
- density function
- gaussian mixture
- pixel wise
- feature extraction
- probability density
- post processing
- real time
- appearance model
- pixel level
- class probabilities
- video sequences
- similarity measure
- camera motion
- three dimensional