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题名: A novel human detection algorithm based on foreground segmentation
作者: Liu CG(刘春光) ; Gong, Zhiheng ; Zhu, Huijie ; Liu, Yanan ; Zhou Y(周悦) ; Han ZH(韩忠华)
作者部门: 数字工厂研究室
关键词: Computer science ; Fibers
刊名: Journal of Fiber Bioengineering and Informatics
ISSN号: 1940-8676
出版日期: 2013
卷号: 6, 期号:3, 页码:285-292
收录类别: EI
产权排序: 4
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.
语种: 英语
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/13945
Appears in Collections:数字工厂研究室_期刊论文

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刘春光; Gong, Zhiheng; Zhu, Huijie; Liu, Yanan; 周悦; 韩忠华.A novel human detection algorithm based on foreground segmentation,Journal of Fiber Bioengineering and Informatics,2013,6(3):285-292
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