A novel human detection algorithm based on foreground segmentation

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 数字工厂研究室

	A novel human detection algorithm based on foreground segmentation
	Liu CG(刘春光); Gong, Zhiheng; Zhu, Huijie; Liu, Yanan; Zhou Y(周悦); Han ZH(韩忠华)
刊名	Journal of Fiber Bioengineering and Informatics
	2013
卷号	6 期号:3 页码:285-292
关键词	Computer science Fibers
ISSN号	1940-8676
产权排序	4
中文摘要	In computer vision applications, human detection occupies an important position. HOG (Histograms of Oriented Gradient) is a classical algorithm which was used in the area of object detection. But the complex background would greatly affect the test accuracy when taking HOG as a human characteristic for human detection. In order to improve the accuracy of human detection, this paper applied a new algorithm which was based on foreground segmentation. We could get each closed region by Oriented Watershed Transform and Ultrametric Contour Map, then the foreground and the background could be distinguished. Finally we removed the background and calculated the foreground characteristic. The experimental results show that this approach was effective in improving detection accuracy. © 2013 Binary Information Press & Textile Bioengineering and Informatics Society September 2013.
收录类别	EI
语种	英语
公开日期	2013-12-26
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/13945]
专题	沈阳自动化研究所_数字工厂研究室
推荐引用方式 GB/T 7714	Liu CG,Gong, Zhiheng,Zhu, Huijie,et al. A novel human detection algorithm based on foreground segmentation[J]. Journal of Fiber Bioengineering and Informatics,2013,6(3):285-292.
APA	Liu CG,Gong, Zhiheng,Zhu, Huijie,Liu, Yanan,Zhou Y,&Han ZH.(2013).A novel human detection algorithm based on foreground segmentation.Journal of Fiber Bioengineering and Informatics,6(3),285-292.
MLA	Liu CG,et al."A novel human detection algorithm based on foreground segmentation".Journal of Fiber Bioengineering and Informatics 6.3(2013):285-292.