Adaptively Splitted GMM With Feedback Improvement for the Task of Background Subtraction.
Rubén Heras EvangelioMichael PätzoldIvo KellerThomas SikoraPublished in: IEEE Trans. Inf. Forensics Secur. (2014)
Keyphrases
- background subtraction
- gaussian mixture model
- video surveillance
- moving objects
- surveillance system
- image sequences
- foreground objects
- background model
- object detection
- motion detection
- foreground detection
- human detection
- moving camera
- traffic monitoring
- background modeling
- appearance model
- detecting moving objects
- dynamic scenes
- background updating
- detection of moving objects
- post processing
- mixture model
- mixture of gaussians
- expectation maximization
- shadow detection
- dynamic background
- gait recognition
- em algorithm
- foreground segmentation
- background image
- moving object detection
- optical flow
- pixel wise
- d scene
- probability density function