基于分形维数的车牌识别二值化算法

计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (30): 184-185.

基于分形维数的车牌识别二值化算法

孔平¹,严广乐¹,戴秦¹,樊桂菊²

1.上海理工大学管理学院,上海 200093
2.山东农业大学机电学院,山东泰安 271018

收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2007-10-21 发布日期:2007-10-21
通讯作者: 孔平

Binarization methods of license plate recognition based on fractal dimension

KONG Ping¹,YAN Guang-le¹,DAI Qin¹,FAN Gui-ju²

1.Department of Management,University of Shanghai for Science and Technology,Shanghai 200093,China
2.Department of Mechanical & Electronic Information Engineering,Shandong Agricultural University,Tai’an,shandong 271018,China

Received:1900-01-01 Revised:1900-01-01 Online:2007-10-21 Published:2007-10-21
Contact: KONG Ping

摘要/Abstract

摘要： 针对当前常用车牌识别二值化算法存在的问题,提出了基于分形维数的二值化的方法。根据分形维数反映图像复杂程度的定义,通过计算两次突变的分维数,来确定图像的灰度值范围,并利用该灰度值范围确定阈值。并通过实验,表明利用分形维数所得到的阈值进行二值化处理较传统方法有较大改进,且该方法解决了在自然光和不同光照背景下对车牌识别的干扰问题,也可以从复杂背景中提取出倾斜的车牌。

Abstract: According that the number of fractal dimension is related to the complication of the image,the gray’s value scope of image can be gotten by calculating the fractal dimension of the break of the object and then the threshold can be constituted.The experiment result proves that threshold value through fractal dimension can achieve excellent effect compared with traditional method.Furthermore,the character of license plate can be recognized in different sunlight by this method,and slantwise character can be distinguished from the complicated background as well.

孔平¹,严广乐¹,戴秦¹,樊桂菊². 基于分形维数的车牌识别二值化算法[J]. 计算机工程与应用, 2007, 43(30): 184-185.

KONG Ping¹,YAN Guang-le¹,DAI Qin¹,FAN Gui-ju². Binarization methods of license plate recognition based on fractal dimension[J]. Computer Engineering and Applications, 2007, 43(30): 184-185.