摘要
从Radon变换的定义出发 ,论述了Radon变换检测直线的原理 ,并将它应用于车牌图像分割 .在 1幅含有车牌的图像中 ,进行边缘检测后 ,车牌所在矩形框往往是由多条直线组成 ,当投影方向与直线方向一致时 ,Radon变换取局部极大值 .由此 ,首先找出Radon变换在 0°附近的局部极大值 ,该值对应于原始图像中的 1条接近垂直的直线 ,然后 ,寻找次局部极大值 ,对检测出来的若干条这样的直线聚类 ,根据计算结果沿垂直方向剪切原始图像 ;同理 ,找出Radon变换在 90°附近的局部极大值 ,沿水平方向剪切原始图像 .这样 。
From the definition of Radon transformation, the principle of line detecting by Radon transformation was stated and was applied in the image segmentation of license plate. Through edge detecting, the rectangle frame of a license plate in a picture always consists of several line edges and while projection direction was in accordance with the line, the value of Radon transformation gets its local maximum. Therefore, we firstly find the local maximum of the Radon transformation near the zero degree, which was corresponded with a vertical line and then find the next local maximum. For all those kind of lines, we can cut the raw image along the vertical direction based on the coordinates representing these lines. In the same way, we can find the local maximum near 90 degree and cut the image along horizontal direction. So, the rectangle was cut out from the complex background.
出处
《中南工业大学学报》
CSCD
北大核心
2002年第1期5-7,共3页
Journal of Central South University of Technology(Natural Science)
关键词
RADON变换
直线检测
图像分割
车牌
Radon transformation
line detecting
image segmentation
license plate
