BMOG: boosted Gaussian Mixture Model with controlled complexity for background subtraction.
Isabel MartinsPedro CarvalhoLuís Corte-RealJosé Luis Alba-CastroPublished in: Pattern Anal. Appl. (2018)
Keyphrases
- background subtraction
- gaussian mixture model
- mixture model
- background model
- video surveillance
- motion detection
- foreground objects
- feature vectors
- foreground detection
- em algorithm
- mixture of gaussians
- human detection
- gaussian mixture
- dynamic scenes
- expectation maximization
- background modeling
- foreground segmentation
- maximum likelihood
- feature space
- image sequences
- object detection
- gaussian distribution
- moving objects
- moving object detection
- gaussian model
- multiscale
- probability density function
- pixel wise
- computer vision