Title :
Robust tracking method with drift correction
Author :
Wang, Kun-Peng ; Gui, Yang ; Zhang, Xiao-Hu ; Qi-feng Yu
Author_Institution :
Coll. of Aerosp. & Mater. Eng., Nat. Univ. of Defence Technol., Changsha, China
Abstract :
A new method is proposed to address the problem of template drift, a common phenomenon in which the target gradually shifts away from the template in object tracking. This paper integrates drift monitoring and drift correction with template matching. During the tracking based on template matching, drift is corrected once it is detected. The robustness and practicality of the method have been proven by experimental results.
Keywords :
feature extraction; image matching; object detection; target tracking; drift correction; drift monitoring; object tracking; template drift; template matching; Aerospace engineering; Aerospace materials; Detectors; Educational institutions; Lighting; Monitoring; Noise robustness; Surveillance; Target tracking; Video sequences; Drift; Feature point; Object tracking; Template matching;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2010 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4244-5554-6
Electronic_ISBN :
978-1-4244-5556-0
DOI :
10.1109/IASP.2010.5476089
