Title :
Improved tracking strategy with CamShift algorithm
Author :
Shen, Longyun ; Pan, Weidong ; Quan, Yinhua ; Chen, Fajun ; Zheng, Jin
Author_Institution :
Beijing Key Lab. of Bioelectromagnetics, Inst. of Electr. Eng., Beijing, China
Abstract :
A novel flight simulator is developed which allows insects to fly actively for up to several hours in any horizontal direction, while their fall migratory flight direction can be recorded uninterruptedly. In the process of data collection and process, the CamShift algorithm combined with MFC (Microsoft Foundation Class) were used and virtual trajectory was drawn simultaneously according to the position of the marked point under the environment of Visual C++6.0 plus OpenCV (Open Source Computer Vision Library). Based on mentioned features, the improved object tracking with CamShift algorithm can obtain real-time flight information of higher tracking precision for insects for a certain range of distance and movement rate.
Keywords :
biology computing; digital simulation; object tracking; visual programming; CamShift algorithm; Microsoft Foundation Class; Visual C++6.0 plus OpenCV; fall migratory flight direction; flight simulator; insects; object tracking; real-time flight information; tracking precision; tracking strategy; Educational institutions; Histograms; Image color analysis; Insects; Radar tracking; Target tracking; CamShift algorithm; MFC; flight simulator; target tracking;
Conference_Titel :
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4673-0198-5
DOI :
10.1109/ICSAI.2012.6223452