DocumentCode
3468107
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
fYear
2007
fDate
18-21 Aug. 2007
Firstpage
51
Lastpage
55
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location
Jinan
Print_ISBN
978-1-4244-1531-1
Type
conf
DOI
10.1109/ICAL.2007.4338529
Filename
4338529
Link To Document