Title :
Object Tracking Algorithm Based on Camshift Algorithm Combinating with Difference in Frame
Author :
Chu, Hongxia ; Ye, Shujiang ; Guo, Qingchang ; Liu, Xia
Author_Institution :
Heilongjiang Inst. of Technol., Harbin
Abstract :
Object tracking algorithm based on Camshift algorithm which is combinating with difference in frame is put forward to quickly and exactly track movement object. Firstly, we confirm the movement region of object by difference in frame, and we again confirm centroid of movement region which is centered to initialize tracking curve. Secondly, the feature is abstracted in the region and the target is tracked by Camshift algorithm. The method overcomes shortcoming of artificial orientation and divergence problem for traditional Camshift during tracking. We prove the validity of the algorithm by experiment at last.
Keywords :
image motion analysis; object detection; optical tracking; Camshift algorithm; artificial orientation; divergence problem; frame difference; object movement; object tracking; Automation; Educational institutions; Head; Humans; Image analysis; Inspection; Logistics; Motion pictures; Object detection; Target tracking; Camshift; Difference; Frame; Object tracking;
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
DOI :
10.1109/ICAL.2007.4338529