基于PCA和边缘不变矩的车标识别新方法

计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (4): 224-226.

基于PCA和边缘不变矩的车标识别新方法

王枚^1,2,王国宏¹,高小林²,王勇²

1.海军航空工程学院电子通信系，山东烟台 264001
2.烟台职业学院计算机与信息工程系，山东烟台 264000

收稿日期:2007-05-31 修回日期:2007-07-31 出版日期:2008-02-01 发布日期:2008-02-01
通讯作者: 王枚

New method of vehicle-logo recognition base on PCA and Edge invariant moment

WANG Mei^1,2,WANG Guo-hong¹,GAO Xiao-lin²,WANG Yong²

1.Departerment of Electronic and Communication，Naval Aeronautical Engineering Institute，Yantai，Shandong 264001，China
2.Departerment of Computer and Information Engineering，Yantai Vocational College，Yantai，Shandong 264000，China

Received:2007-05-31 Revised:2007-07-31 Online:2008-02-01 Published:2008-02-01
Contact: WANG Mei

摘要/Abstract

摘要： 车标识别技术是进行车辆类型识别的关键内容。在车牌定位准确的基础上，利用车头图像中车牌、车标位置关系定位到车标大致区域；接着对车标进行精确定位、归一化处理，并提出似真度函数对车标进行确认；然后利用边缘不变矩的最小距离进行车标识别。该方法不受原始车标图像大小、变形等影响，能够自适应地进行目标定位确认和识别，具有较强的鲁棒性。通过实测图像测试，结果表明该方法是有效和可行的。

关键词: 似真度函数, 边缘不变矩, 车标配准, 车标识别

Abstract: This paper presents a method of vehicle-logo location and recognition based on PCA and edge invariant moment.First，the approximate range of the vehicle-logo region can be located depending on the topology structure between vehicle plate and vehicle-logo.Then the vehicle-logo precise location，registration and detection are executed in order.The plausibility function is represented to ensure the real vehicle-logo.At last the vehicle-logo recognition is achieved by edge invariant moment minimum distance.The approach can adapt to complete object location and recognition with high robust.The experimental result on actual vehicle images shows that the method is practical and effective.

Key words: plausibility function, edge invariant moment, vehicle-logo registration, vehicle-logo recognition

王枚^1,2,王国宏¹,高小林²,王勇². 基于PCA和边缘不变矩的车标识别新方法[J]. 计算机工程与应用, 2008, 44(4): 224-226.

WANG Mei^1,2,WANG Guo-hong¹,GAO Xiao-lin²,WANG Yong². New method of vehicle-logo recognition base on PCA and Edge invariant moment[J]. Computer Engineering and Applications, 2008, 44(4): 224-226.