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Proceedings Paper

Research on video target tracking technology based on improved SIFT algorithm
Author(s): Zhemin Zhuang; Zhijie Guo; Ye Yuang
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Paper Abstract

A novel target tracking algorithm based on improved SIFT (Scale Invariant Feature Transform,SIFT) algorithm is proposed in this paper. In order to improve real-time performance, the processing neighborhood of SIFT has been improved to decrease the complexity of calculation, and the dimension of the SIFT vector is set from 128 to 40. Simulations and experiments show this improved algorithm brings us low computation complexity and high tracking accuracy and robustness.

Paper Details

Date Published: 23 January 2017
PDF: 5 pages
Proc. SPIE 10322, Seventh International Conference on Electronics and Information Engineering, 1032210 (23 January 2017); doi: 10.1117/12.2265460
Show Author Affiliations
Zhemin Zhuang, Shantou Univ. (China)
Zhijie Guo, Shantou Univ. (China)
Ye Yuang, Shantou Univ. (China)

Published in SPIE Proceedings Vol. 10322:
Seventh International Conference on Electronics and Information Engineering
Xiyuan Chen, Editor(s)

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