Robust license-plate recognition method for passing vehicles under outside environment

被引:135
作者
Naito, T
Tsukada, T
Yamada, K
Kozuka, K
Yamamoto, S
机构
[1] Toyota Cent Res & Dev Labs Inc, Nagakute, Aichi 48011, Japan
[2] Meijo Univ, Nagoya, Aichi, Japan
关键词
character recognition; image processing; license-plate recognition; wide dynamic range camera;
D O I
10.1109/25.901900
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, novel methods to recognize license plates robustly are presented. A sensing system with a nide dynamic range has been developed to acquire fine images of vehicles under varied illumination conditions. The developed sensing system can expand the dynamic range of the image by combining a pair of images taken under different exposure conditions. In order to avert blurring of images against fast passing vehicles, a prism beam splitter installed a multilayered filter, and two charge-coupled devices are utilized to capture those images simultaneously. Furthermore, to extend the flexibility of camera placement, a recognition algorithm that can be applied to inclined plates has been developed. The performance of recognizing registration numbers on license plates has been investigated on real images of about 1000 vehicles captured under various illumination conditions. Recognition rates of over 99% (conventional plates) and over 97% (highly inclined plates) showed that the developed system is quite effective for license-plate recognition.
引用
收藏
页码:2309 / 2319
页数:11
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