A Moving Object Detection Method Based on Improved Three-frame Difference Algorithm and Edge Information

被引：0
|
作者：
Zhang, Liping [1 ]
Shao, Zhongkai [1 ,2 ]
Wu, JianDe [1 ,2 ]
Wang, XiaoDong [1 ,2 ]
机构：
[1] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650500, Peoples R China
[2] Engn Res Mineral Pipeline Transportat Yunnan Prov, Kunming 650500, Peoples R China
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS | 2015年 / 15卷
关键词：
Moving Object Detection; Improvement of Three-frame Difference Algorithm; Edge Extraction; OTSU; Morphological Processing;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The moving object detection for expressways plays a significant role in intelligent transportation. A moving object detection approach of that is proposed, which combines the improved three frame difference with edge information. For obtain the marginal information of images, first the moving object's marginal information should be extracted by Sobel operator, and then compares with the results of the improved three frame difference. Finally, a completed detection area of moving object will be dealt with by the OTSU threshold segmentation algorithm and morphology. The experimental result has verified this approach can effectively improve the blank and false edge phenomenon which can be found in the traditional one. Not only that, this approach has less calculation, high real-time ability and great stability.
引用
收藏
页码：279 / 284
页数：6
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