Title :
Performance analysis of object tracking algorithm
Author :
Cai, Rongtai ; Wu, Qingxiang ; Wang, Ping ; Zhang, Xuguang ; Hu, Shuo
Author_Institution :
Sch. of Phys., Opt., Electron. Sci. & Technol., Fujian Normal Univ., Fuzhou, China
Abstract :
This paper analyzes the performance of object tracking algorithms. The issues that affect precision in object tracking are analyzed first and how the parameters in tracking algorithms affect the precision in object tracking are introduced. Then, the time complexity of those object-tracking algorithms is discussed. At last, the holistic analysis and evaluation of these object-tacking algorithms are parsed from application range, tracking precision and time complexity.
Keywords :
computational complexity; object tracking; application range; object tracking algorithm; performance analysis; time complexity; tracking precision; Adaptive filters; Complexity theory; Filtering algorithms; Least squares approximation; Prediction algorithms; Radar tracking; Target tracking; object tracking; performance evaluation; time complexity; tracking precision;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6109085
