Improved gaussian mixture model with background spotter for the extraction of moving objects.
Brahim FarouHamid SeridiHerman AkdagPublished in: Int. Arab J. Inf. Technol. (2016)
Keyphrases
- gaussian mixture model
- background model
- background subtraction
- moving objects
- foreground objects
- background image
- mixture model
- background modeling
- foreground detection
- dynamic background
- moving object detection
- em algorithm
- video surveillance
- maximum likelihood
- feature vectors
- speaker recognition
- gaussian distribution
- video sequences
- gaussian mixture
- motion detection
- gaussian model
- mixture of gaussians
- feature space
- image sequences
- expectation maximization
- dynamic scenes
- speaker identification
- gaussian mixture modeling
- foreground and background
- moving camera
- probabilistic model
- complex background
- object tracking
- pairwise
- multiscale
- machine learning