Optimized learning rate for energy waste minimization in a background subtraction based surveillance system.
Muhammad Umar Karim KhanChong-Min KyungKhawaja M. YahyaPublished in: ISCAS (2013)
Keyphrases
- surveillance system
- learning rate
- background subtraction
- video surveillance
- moving objects
- object detection
- convergence rate
- human detection
- learning algorithm
- motion detection
- background model
- foreground objects
- image sequences
- gaussian mixture model
- traffic monitoring
- convergence speed
- appearance model
- behavior analysis
- foreground detection
- post processing
- dynamic scenes
- background modeling
- moving object detection
- shadow detection
- static camera
- detection of moving objects
- moving camera
- multi camera
- dynamic background
- pairwise