The research and design of vehicle license plate recognition system in traffic management system

被引：0
|
作者：
机构：
[1] Fu, Ronghui
来源：
Fu, Ronghui (411586637@qq.com) | 1600年 / Science and Engineering Research Support Society卷 / 09期
关键词：
Smart city - Deep learning - Optical character recognition - License plates (automobile);
D O I：
10.14257/ijsip.2016.9.3.38
中图分类号：
学科分类号：
摘要：
In this article, we research and design a new vehicle license plate recognition system in traffic management system, this new system will solve a lot of problems about vehicle. The system include two parts, “Plate Detect” and “Chars Recognize”, we did pretreatment in the first part, and using our improved fusion kernel function SVM to detect the plate, and in the second part, we segmented every single char batch, and used the new deep learning model CNN model to implement recognizing alphabets and numbers, this system recognition accuracy rate will over 97%, can be a part of traffic management system in Smart City. © 2016 SERSC.
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