Background subtraction,driven seeds selection for moving objects segmentation and matting

CORC > 厦门大学 > 数学科学－已发表论文

	Background subtraction,driven seeds selection for moving objects segmentation and matting
	Zhong, Bineng ; Chen, Yan ; Chen, Yewang ; Ji, Rongrong ; Chen, Ying ; Chen, Duansheng ; Wang, Hanzi ; Zhong BN(钟必能) ; Ji RR(纪荣嵘) ; Wang HZ(王菡子)
刊名	http://dx.doi.org/10.1016/j.neucom.2012.10.001
	2013
关键词	REAL-TIME TRACKING SURVEILLANCE ROBUST
英文摘要	Natural Science Foundation of China [61202299, 61170179, 61003115]; China Postdoctoral Science Foundation [2011M501081]; Scientific Research Foundation of Huaqiao University [11BS109]; Fundamental Research Funds for the Central Universities [JB-ZR1219, JB-ZR1217]; Science and Technology Planning Project of Fujian Province, China [2011H6016, 2011H0028]; In this paper, we,address the difficult task of moving objects segmentation and matting in dynamic scenes. Toward this end, we propose a new automatic way to integrate a background subtraction (BGS) and an alpha matting technique via a heuristic seeds selection scheme. Specifically, our method can be divided into three main steps. First, we use a, novel BGS method as attention mechanisms, generating many possible foreground pixels by tuning it for low false-positives and false-negatives as much as possible. Second, a connected components algorithm is used to give the bounding boxes of the labeled foreground pixels. Finally, matting of the object associated to a given bounding box is performed using a heuristic seeds selection scheme. This matting task is guided by top-down knowledge. Experimental results demonstrate the efficiency and effectiveness of our method. (C) 2012 Elsevier B.V. All rights reserved.
语种	英语
出版者	ELSEVIER SCIENCE BV
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/91182]
专题	数学科学－已发表论文
推荐引用方式 GB/T 7714	Zhong, Bineng,Chen, Yan,Chen, Yewang,et al. Background subtraction,driven seeds selection for moving objects segmentation and matting[J]. http://dx.doi.org/10.1016/j.neucom.2012.10.001,2013.
APA	Zhong, Bineng.,Chen, Yan.,Chen, Yewang.,Ji, Rongrong.,Chen, Ying.,...&王菡子.(2013).Background subtraction,driven seeds selection for moving objects segmentation and matting.http://dx.doi.org/10.1016/j.neucom.2012.10.001.
MLA	Zhong, Bineng,et al."Background subtraction,driven seeds selection for moving objects segmentation and matting".http://dx.doi.org/10.1016/j.neucom.2012.10.001 (2013).