Motion and gray based automatic road segment method MGARS in urban traffic surveillance

	Motion and gray based automatic road segment method MGARS in urban traffic surveillance
	Liu, Hong; Li, Jintao; Qian, Yueliang; Lin, Shouxun; Liu, Qun
	2006
发表期刊	ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS
ISSN	0302-9743
卷号	4153 页码:85-94
摘要	This paper presents a novel method MGARS to automatic road area segmentation based on motion and gray feature for the purpose of urban traffic surveillance. The proposed method can locate road region by region growing algorithm with the fusion feature of motion information and grayscale of background image, which is independent to road marker information. An adaptive background subtraction approach using gray information is performed to motion segmentation. In region growing stage, start point that so called seed is selected automatically by motion centroid and local gray feature of background image. The threshold of region growing method is adaptively selected for different traffic scenes. The proposed method MGARS can effectively segment multi roads without manual initialization, and is robust to road surface pollution and tree shadow. The system can adapt to the new environment without human intervention. Experimental results on real urban traffic videos have substantiated the effectiveness of the proposed method.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Imaging Science & Photographic Technology
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS记录号	WOS:000240262900009
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10361
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liu, Hong
作者单位	Chinese Acad Sci, Inst Comp Technol, Multilingual Interact Technol & Evaluat Lab, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Liu, Hong,Li, Jintao,Qian, Yueliang,et al. Motion and gray based automatic road segment method MGARS in urban traffic surveillance[J]. ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS,2006,4153:85-94.
APA	Liu, Hong,Li, Jintao,Qian, Yueliang,Lin, Shouxun,&Liu, Qun.(2006).Motion and gray based automatic road segment method MGARS in urban traffic surveillance.ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS,4153,85-94.
MLA	Liu, Hong,et al."Motion and gray based automatic road segment method MGARS in urban traffic surveillance".ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS 4153(2006):85-94.