Deep background subtraction with scene-specific convolutional neural networks.
Marc BrahamMarc Van DroogenbroeckPublished in: IWSSIP (2016)
Keyphrases
- background subtraction
- background model
- moving objects
- dynamic scenes
- image sequences
- convolutional neural networks
- moving camera
- detection of moving objects
- static camera
- video surveillance
- foreground objects
- background image
- object detection and tracking
- surveillance system
- motion detection
- dynamic background
- foreground background
- object detection
- video sequences
- background modeling and subtraction
- foreground detection
- gaussian mixture model
- background modeling
- moving object detection
- appearance model
- human detection
- traffic monitoring
- post processing
- shadow detection
- computer vision
- three dimensional
- multiresolution
- foreground segmentation
- d scene
- single image
- multi class
- optical flow
- detection algorithm
- pixel level
- preprocessing
- face recognition
- camera motion