Title :
Research on Dynamic Vehicle Detection and Image Capture Based on Adaptive Background
Author :
Du, Taihang ; Xu, Dongbin ; Li, Na ; He, Li-li ; Liu, Jia
Author_Institution :
Sch. of Electr. Eng. & Autom., Hebei Univ. of Technol., Tianjin
Abstract :
A novel method to obtain adaptive background from dynamic scene is proposed in the paper. Through computing the difference between neighbouring frames, the states of pixels were attained. The values of marking matrix are modified according to relative moving states and punished by different position. When the value of matrix´s element is equal to zero, the pixel in corresponding position belongs to background. Pixel is moving only when it is in moving state through computing the difference of neighborhood frames and difference between current frame and background frame. It also gives relating parameters, which have relation to occasion for image capture. Experiments show that the results of detecting and capturing the moving objects are ideal. And it can exclude disturbance of pedestrians and moving vehicles in adjacent lanes
Keywords :
image motion analysis; image sequences; matrix algebra; object detection; real-time systems; adaptive background; dynamic scene; dynamic vehicle detection; image capture; marking matrix; moving objects; real-time motion detection; Application software; Automation; Cameras; Image sequences; Layout; Motion detection; Object detection; Vehicle detection; Vehicle dynamics; Vehicles; Adaptive Background; Dynamic Capture; Real-Time Motion Detection;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713654