NDLI: A Vision-Based Road Surveillance System Using Improved Background Subtraction and Region Growing Approach

Content Provider	IEEE Xplore Digital Library
Author	Zhang Jinglei Liu Zhengguang
Copyright Year	2007
Description	Author affiliation: Tianjin Univ., Tianjin (Zhang Jinglei; Liu Zhengguang)
Abstract	Monitoring traffic intersections in real time is an important part towards Intelligent transportation system. A road surveillance system using background subtraction and threshold segmentation calculated traffic parameters. First an improved background establish and updating algorithm was applied to setup a robust background filtering illumination disturbance. Then a self-adaptive max variance threshold algorithm was adopted to determine the threshold. Third, a fast region growing algorithm was employed to border vehicles in some rectangles fixed their edges. Finally, algorithms were mentioned to calculate traffic parameters including traffic flux, average speed and duty ratio of road. The experimental results show that the system is adapted to monitor a multi-lane road near an urban intersection.
Starting Page	819
Ending Page	822
File Size	508737
Page Count	4
File Format	PDF
ISBN	9780769529097
DOI	10.1109/SNPD.2007.495
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-07-30
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Automation Roads Image processing Calibration Intelligent transportation systems road surveillance system Image segmentation Surveillance Vehicle detection Traffic control Cameras Motion detection region growing. background subtraction
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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