Title :
Moving Target Detection Based on Gray Project Matching
Author :
Jie, Jiang ; Yuan, Zhang ; Jian, Dong
Author_Institution :
Inner Mongolia Univ. of Sci. & Technol., Baotou, China
Abstract :
In the Dynamic Background, due to the changes of background, it is difficult to effectively extract moving target. This paper adopts the gray projection matching algorithms to transform dynamic background into static background and then extracts the moving target using frame difference method. Meanwhile, according to the extracted position coordinates, the deflection angle of moving target between adjacent frames can be calculated to track the moving target more precisely. The experiment indicates that this method can better adapt the impact generated by the changes of light and the surrounding environment. In the case that the mobile robot with camera tracks the moving target, a good result has been achieved.
Keywords :
cameras; image matching; mobile robots; object detection; camera; dynamic background; gray projection matching algorithms; mobile robot; moving target detection; static background; Cameras; Heuristic algorithms; Image motion analysis; Object detection; Pixel; Robot vision systems; Target tracking; Deflection Angle; Dynamic Background; Gray Projection; Target Detection;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
DOI :
10.1109/ICMTMA.2011.446