A deep convolutional neural network for video sequence background subtraction.
Mohammadreza BabaeeDuc Tung DinhGerhard RigollPublished in: Pattern Recognit. (2018)
Keyphrases
- background subtraction
- convolutional neural network
- video sequences
- moving objects
- foreground objects
- image sequences
- moving camera
- face detection
- dynamic scenes
- object detection
- video surveillance
- background model
- surveillance system
- foreground detection
- motion detection
- object tracking
- gaussian mixture model
- dynamic background
- background modeling
- neural network
- motion estimation
- camera motion
- moving object detection
- pixel wise
- video camera
- foreground and background
- video frames
- motion vectors
- detection of moving objects
- human motion
- shadow detection
- appearance model
- video segmentation
- space time
- foreground segmentation
- post processing
- computer vision
- traffic monitoring
- background image
- motion segmentation
- consecutive frames
- pixel level
- frame rate
- temporal coherence
- body parts
- detection algorithm
- feature space
- object recognition
- support vector
- three dimensional
- machine learning