Saliency auxiliary objects for visual tracking

doi:10.1117/1.JEI.28.5.053012

	Saliency auxiliary objects for visual tracking
	Zhou, Xiangdong 1,2; Liu, Enhai 1
刊名	Journal of Electronic Imaging
	2019
卷号	28 期号:5
ISSN号	1017-9909
DOI	10.1117/1.JEI.28.5.053012
文献子类	期刊论文
英文摘要	The background contains potential favorable information for visual tracking. The recent correlation filter-based tracking methods achieve great success by densely sampling at the target and its surrounding background. To further improve the tracking ability against deformation (DEF) and occlusion (OCC), we propose to utilize auxiliary objects. First, auxiliary object candidates with objectness are generated with unsupervised salient region detection. Second, the graph model between the target with all auxiliary object candidates is established when these objects are tracked individually. Third, all auxiliary objects vote for correcting the predicting result of the target tracker. Experimental results show that auxiliary objects are helpful for tracking the target, especially for improving the robustness on DEF and OCC. © 2019 SPIE and IS&T.
语种	英语
出版者	SPIE
内容类型	期刊论文
源URL	[http://ir.ioe.ac.cn/handle/181551/9726]
专题	空天部
作者单位	1.Chinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, China; 2.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式 GB/T 7714	Zhou, Xiangdong,Liu, Enhai. Saliency auxiliary objects for visual tracking[J]. Journal of Electronic Imaging,2019,28(5).
APA	Zhou, Xiangdong,&Liu, Enhai.(2019).Saliency auxiliary objects for visual tracking.Journal of Electronic Imaging,28(5).
MLA	Zhou, Xiangdong,et al."Saliency auxiliary objects for visual tracking".Journal of Electronic Imaging 28.5(2019).