检索规则说明:AND代表“并且”;OR代表“或者”;NOT代表“不包含”;(注意必须大写,运算符两边需空一格)
检 索 范 例 :范例一: (K=图书馆学 OR K=情报学) AND A=范并思 范例二:J=计算机应用与软件 AND (U=C++ OR U=Basic) NOT M=Visual
作 者:卓海波 白福忠[1] 李萍[3] 徐永祥[1] 高晓娟 ZHUO Hai-bo;BAI Fu-zhong;LI Ping;XU Yong-xiang;GAO Xiao-juan(School of mechanical engineering,Inner Mongolia University of Technology,Hohhot 010051,China;Inner Mongolia North Heavy Industry Group Co.,Ltd,Baotou 014030,China;Beijing Polytechnic College,Beijing 100042,China;School of Astronautics,Inner Mongolia University of Technology,Hohhot 010051,China)
机构地区:[1]内蒙古工业大学机械工程学院,呼和浩特010051 [2]内蒙古北方重工业集团有限公司,内蒙古包头014030 [3]北京工业职业技术学院,北京100042 [4]内蒙古工业大学航空学院,呼和浩特010051
出 处:《内蒙古工业大学学报(自然科学版)》2021年第4期256-262,共7页Journal of Inner Mongolia University of Technology:Natural Science Edition
基 金:国家自然科学基金项目(51765054);内蒙古自然科学基金项目(2020LH06002);内蒙古工业大学科学研究项目(X201703,ZZ201902)。
摘 要:指示表表盘中心定位是智能读数识别的关键和前提,传统基于区域的视觉检测方法精度和可靠性欠佳.本文基于指示表结构特征并从形状识别角度出发,提出一种指示表表盘中心高精度定位方法.利用差影法从两幅指示表图像提取指针目标,使用傅里叶-极坐标变换估计指针方向;再沿指针方向进行两次灰度方向投影获得指针中心线在纵轴上的截距参数;从而根据指针中心线对应的直线方程确定出表盘中心坐标.本文方法检测过程无需进行阈值分割、细化等预处理操作,获得的表盘中心实质上相当于指针回转中心。因而方法简单科学、结果准确可靠,能够为其他定位方法的精度评价提供近似基准数值,也可为机器视觉智能读数识别提供可靠的技术支持.The positioning of the dial center of pointer meter is the key and prerequisite for intelligent meter reading recognition.The traditional region-based visual detection methods have such shorcomings as poor accuracy and reliability.Based on the structure features of pointer meters and the principles of shape recognition,this paper proposes a high-precision method for locating the dial center.First,the pointer target is extracted from two frames of meter images with the background difference method,and the pointer direction is estimated by the Fourier-polar transform.Then,the intercept parameters of pointer centerlines on the vertical axis are obtained by two times of gray directional projections along the pointer's directions.Thus the dial center coordinates are determined from the equations of the pointer centerlines.The detecting process of the proposed method does not require image preprocessing operations such as threshold segmentation and thinning,and the dial center detected by this method is essentially equivalent to the rotating center of the pointer.Therefore,this method is simple and scientific,and the results are accurate and reliable.The proposed method can provide not only an approximate standard value for the accuracy evaluation of other locating methods but also reliable technical support for the intelligent reading recognition with machine vision.
关 键 词:视觉检测 指示表 读数识别 表盘中心定位 傅里叶-极坐标变换
分 类 号:TP391.41[自动化与计算机技术—计算机应用技术]
正在载入数据...
正在载入数据...
正在载入数据...
正在载入数据...
正在载入数据...
正在载入数据...
正在载入数据...
正在链接到云南高校图书馆文献保障联盟下载...
云南高校图书馆联盟文献共享服务平台 版权所有©
您的IP:3.138.199.24