Chapter
Apr 26, 2012
Vehicle Type Recognition Based on Harris Corner Detector
Authors: Jian Li, Wangzi Zhao, and Hui GuoAuthor Affiliations
Publication: International Conference on Transportation Engineering 2009
Abstract
With the development of computer technology in recent years, video-based detection technology in the intelligent transportation system has been widely used, this article uses a identification method based on the Harris corner detection for rapid and accurate identification. First of all, extract moving goal vehicles of the video, and then extract its Harris corners in gray image, and select the Harris corner of cars, buses and lorries as standard samples. Then the Hausdorff distance are calculated of Harris corner between the standard types and the swatches which need to be recognized. The two whose Hausdorff distance is smallest can be judged as the same type. Experiment results show that the method is accurate, effective and better real-time.
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© 2009 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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ASCE Technical Topics:
- Automobiles
- Computer vision and image processing
- Computing in civil engineering
- Detection methods
- Engineering fundamentals
- Equipment and machinery
- Highway transportation
- Infrastructure
- Intelligent transportation systems
- Methodology (by type)
- Probe instruments
- Transportation engineering
- Transportation management
- Vehicles
Authors
Affiliations
Jian Li
Institute of Transportation and Economics, East China Jiao Tong University (Humanities Social Sciences Research Key Base of Jiangxi Province) Nanchang 330013 China
Wangzi Zhao
Institute of Transportation and Economics, East China Jiao Tong University (Humanities Social Sciences Research Key Base of Jiangxi Province) Nanchang 330013 China
Hui Guo
Institute of Transportation and Economics, East China Jiao Tong University (Humanities Social Sciences Research Key Base of Jiangxi Province) Nanchang 330013 China
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Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.