GPGPU implementation of an improved nonparametric background modeling for moving object detection strategies.
Carlos CuevasDaniel BerjónFrancisco MoránNarciso GarcíaPublished in: ICCE (2013)
Keyphrases
- moving object detection
- background modeling
- video surveillance
- background subtraction
- background model
- subspace learning
- moving objects
- varying illumination
- motion detection
- moving camera
- dynamic background
- object detection
- complex background
- multi camera
- density estimation
- mixture of gaussians
- visual surveillance
- particle filter
- frame rate
- post processing
- object tracking
- moving target
- gaussian mixture model
- foreground objects
- image quality
- feature space
- video sequences
- image sequences