Real-time compressive tracking method based on phase congruency

	Real-time compressive tracking method based on phase congruency
	Zhang L.; Wang Y.-J.; He S.-W.
	2014
发表期刊	Guangzi Xuebao/Acta Photonica Sinica
ISSN	ISBN/10044213
卷号	43 期号:8
摘要	The target tracking algorithm based on compressive sensing can cause the instability or failure in the tracking process when the illumination changes drastically. To deal with such problem, a developed tracking algorithm based on phase congruency was proposed, which is insensitive to the illumination. The phase congruency transformation of the image in the search area is calculated firstly, then the features extracted from the transformed image are used in the classifier to determine the target's location. Experimental results show that the proposed method has a strong adaptability when the target has a drastic variation in the illumination, and the average frame rate can reach 22 fps when the target size is 50 pixel55 pixel. Compared with the tracking algorithm based on compressive sensing, the proposed algorithm still has a very good robustness to the drastic variation of the target's illumination. Besides, to a certain extent, the tracking is also stable to scale and textures change.
收录类别	EI
语种	中文
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/44312
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Zhang L.,Wang Y.-J.,He S.-W.. Real-time compressive tracking method based on phase congruency[J]. Guangzi Xuebao/Acta Photonica Sinica,2014,43(8).
APA	Zhang L.,Wang Y.-J.,&He S.-W..(2014).Real-time compressive tracking method based on phase congruency.Guangzi Xuebao/Acta Photonica Sinica,43(8).
MLA	Zhang L.,et al."Real-time compressive tracking method based on phase congruency".Guangzi Xuebao/Acta Photonica Sinica 43.8(2014).

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