Chapter
Apr 26, 2012
An Efficient Approach for Slant Correction of Vehicle Licenses Based on Hough Transform and Mathematics Morphology
Authors: Ping Wang, Guangmin Di, and Ying LiuAuthor Affiliations
Publication: International Conference on Transportation Engineering 2007
Abstract
In a real Vehicle License Plate Recognition System, the license images obtained by vidicon are usually slantwise. The slant of vehicle licenses will do harm to the Character Segment and Recognition. The paper advances a new method combining Hough Transform and Mathematics Morphology by the analysis of the vehicle licenses' slant pattern and the interference characteristics. Compared with the conventional methods, it overcomes the perplexity that too many disturbed lines and imperfect detection criterions. The experimental results show that the proposed method can improve the accuracy of the slant correction. It is confirmed that the noise immunity of the method is excellent, and the performance is robust. The correction rate of the newly developed algorithm has reached over 95%.
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© 2007 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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ASCE Technical Topics:
- Algorithms
- Detection methods
- Engineering fundamentals
- Engineering profession
- Highway transportation
- Infrastructure
- Licensure and certification
- Mathematics
- Methodology (by type)
- Plates
- Practice and Profession
- Professional practice
- Structural engineering
- Structural members
- Structural systems
- Transportation engineering
- Vehicles
Authors
Affiliations
Ping Wang
School of Electrical Engineering and Automation, Tianjin University, Tianjin, China
Guangmin Di
School of Electrical Engineering and Automation, Tianjin University, Tianjin, China
Ying Liu
School of Electrical Engineering and Automation, Tianjin University, Tianjin, China
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