| 基于颜色和形态学的交通标志检测技术的研究 |
| |
| 引用本文： | 赵俊梅,张利平.基于颜色和形态学的交通标志检测技术的研究[J].车辆与动力技术,2009(4):48-51,57. |
| |
| 作者姓名： | 赵俊梅 张利平 |
| |
| 作者单位： | 中北大学信息与通信工程学院,太原,030051;中北大学信息与通信工程学院,太原,030051 |
| |
| 摘 要： | 通过利用交通标志的颜色特征,采用基于RGB空间的彩色分割方法进行图像分割.对分割出的图像进行灰度增强处理,比较和分析了不同边缘检测算子和阈值分割的方法,使用固定阈值分割方法对图像进行二值化,使目标区域突显.利用数学形态学腐蚀算法对图像进行轮廓提取,并通过形状特征对交通标志进行形态学分析.通过MATLAB软件仿真实验,说明算法具有一定实用性.
|
| 关 键 词： | 交通标志 RGB空间 阈值分割 数学形态学 |
Traffic Sign Detection Based on Color and Morphology |
| |
| ZHAO Jun-mei,ZHANG Li-ping.Traffic Sign Detection Based on Color and Morphology[J].Vehicle & Power Technology,2009(4):48-51,57. |
| |
| Authors: | ZHAO Jun-mei ZHANG Li-ping |
| |
| Affiliation: | (School of Information and Communication Engineering, North University of China, Taiyuan 030051, China) |
| |
| Abstract: | The color segmentation method based on RGB space is used in traffic sign images by means of the features of color. The images are dealt with grey enhancement after segmentation. Different methods in edge detection and threshold segmentation are compared and analyzed. A segmentation method of fixed threshold is used by binarization for making target area prominent. The outline is extracted by erosion and dilation of mathematic morphology, and the features of shape are analyzed by morphology. The algorithms are practical through MATLAB simulation experiments. |
| |
| Keywords: | traffic sign RGB space threshold segmentation mathematic morphology |
| 本文献已被 维普 万方数据 等数据库收录！ |
|
