首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于数学形态学的交通标志自动识别
引用本文:蒋刚毅,郑义.基于数学形态学的交通标志自动识别[J].汕头大学学报(自然科学版),1998,13(1):90-96.
作者姓名:蒋刚毅  郑义
作者单位:汕头大学人工智能与模式识别开放实验室!汕头,515063,汕头大学人工智能与模式识别开放实验室!汕头,515063,汕头大学人工智能与模式识别开放实验室!汕头,515063
摘    要:本文提出了基于数学形态学理论的交通标志自动识别方法,并研制了一个实验系统.运用数学形态学方法对交通标志的内核形状进行形态处理并提取其形态骨架函数,根据内核形状的形态骨架特征对交通标志进行分类,以达到识别交通标志的目的.实验结果表明形态骨架函数能有效地表达交通标志的内核形状特征,以形态骨架函数作为物体的形状特征进行模式匹配,能较好地识别交通标志.新的形态骨架匹配算法具有位移不变性质,使得识别具有良好的稳健性

关 键 词:数学形态学  形态骨架函数  交通标志  内核形状  匹配算法

Automatic recognition of traffic signs based on mathematical morphology
Jiang Gangyi,Zheng Yi,Yu Mei.Automatic recognition of traffic signs based on mathematical morphology[J].Journal of Shantou University(Natural Science Edition),1998,13(1):90-96.
Authors:Jiang Gangyi  Zheng Yi  Yu Mei
Abstract:In this paper, a method for automatically recognizing traffic signs based on mathematical morphology is presented and an experimenatl system is developed. The kernel structure of the traffic signs is processed morphologically to obtain their skeletal functions. According to the skeletal features of the kernel structure, the traffic signs are classified and recognized. Experimental results show that it is suitable to choose the morphological skeletal function as the structural feature of the kernel structure of the traffic signs, and the new matching algorithm is robust because of its translational invariance.
Keywords:mathematical morphology  morphological skeletal function  traffic sign  kernel structure  matching algorithm
本文献已被 CNKI 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号