Background Subtraction for Real-Time Video Analytics Based on Multi-hypothesis Mixture-of-Gaussians.
Mahfuzul HaqueM. Manzur MurshedPublished in: AVSS (2012)
Keyphrases
- background subtraction
- mixture of gaussians
- real time
- background model
- video surveillance
- moving objects
- background modeling
- object detection
- surveillance system
- gaussian mixture model
- foreground objects
- motion detection
- foreground pixels
- image sequences
- moving camera
- post processing
- maximum likelihood estimation
- appearance model
- moving target
- surveillance videos
- preprocessing
- gaussian process
- computer vision
- class probabilities
- pixel wise
- gaussian distribution
- dynamic scenes
- optical flow
- principal component analysis
- maximum likelihood
- expectation maximization
- multimedia
- background image
- mixture model