Moving target detection based on features matching of RGB on a foggy day | |
Zhang, Ya-Qun1,2![]() ![]() | |
2016 | |
会议名称 | 8th International Conference on Digital Image Processing, ICDIP 2016 |
会议录名称 | Eighth International Conference on Digital Image Processing, ICDIP 2016 |
卷号 | 10033 |
会议日期 | 2016-05-20 |
会议地点 | Chengu, China |
出版者 | SPIE |
产权排序 | 1 |
摘要 | Moving target detection is a significant research content of image processing and computer vision. Precise detection of moving target is the basic of target positioning, target tracking and target classification. There are many applications of it in intelligent monitoring, traffic statistics and many other fields. How to detect the moving object in a bad weather, for example, a heavy foggy day, is a problem that needs be solved in the engineering, we all know that the haze has been a quite serious environment problem in our life! The paper is based on this. First, getting rid of fog in the video, and then, extracting the features of pixels, establishing features dictionaries, building models for background by features matching in order to extract foreground. The result shows that the proposed algorithm can detect the moving target accurately in a foggy day. © 2016 SPIE. |
关键词 | Computer Vision Image Matching Object Detection Target Tracking Tracking (Position) Traffic Surveys |
学科领域 | Highway Traffic Control |
作者部门 | 空间光学应用研究室 |
DOI | 10.1117/12.2243963 |
收录类别 | EI ; ISTP |
ISBN号 | 9781510605039 |
语种 | 英语 |
ISSN号 | 0277786X |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/28508 |
专题 | 空间光学技术研究室 |
作者单位 | 1.Xi'An Institute of Optics and Precision Mechanics of CAS, Xi'an; 710119, China 2.University of Chinese Academy of Sciences, Beijing; 100049, China |
推荐引用方式 GB/T 7714 | Zhang, Ya-Qun,Song, Zong-Xi. Moving target detection based on features matching of RGB on a foggy day[C]:SPIE,2016. |
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