Background Subtraction in Videos using Bayesian Learning with Motion Information.
Padmini JaikumarAbhishek SinghSuman K. MitraPublished in: BMVC (2008)
Keyphrases
- bayesian learning
- background subtraction
- video surveillance
- moving camera
- static camera
- dynamic scenes
- foreground background segmentation
- moving objects
- dynamic background
- model selection
- object detection
- image sequences
- background model
- motion detection
- foreground objects
- video sequences
- gaussian mixture model
- posterior distribution
- background modeling
- video frames
- appearance model
- post processing
- machine learning
- video data
- feature extraction
- training data
- state space
- graphical models
- maximum likelihood
- mixture model
- cross validation