Motion and gray based automatic road segment method MGARS in urban traffic surveillance
文献类型：期刊论文
| 作者 | Liu, Hong; Li, Jintao; Qian, Yueliang; Lin, Shouxun; Liu, Qun |
| 刊名 | ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS
 |
| 出版日期 | 2006 |
| 卷号 | 4153页码:85-94 |
| ISSN号 | 0302-9743 |
| 英文摘要 | 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. |
| WOS研究方向 | Computer Science ; Imaging Science & Photographic Technology |
| 语种 | 英语 |
| WOS记录号 | WOS:000240262900009 |
| 出版者 | SPRINGER-VERLAG BERLIN |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/10360]  |
| 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. |
入库方式： OAI收割
来源：计算技术研究所
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