首页 | 本学科首页   官方微博 | 高级检索  
     

基于Halcon的智能电能表显示屏信息缺失的检测
引用本文:王敏,郑鹏,常景景.基于Halcon的智能电能表显示屏信息缺失的检测[J].电测与仪表,2021,58(1):189-195.
作者姓名:王敏  郑鹏  常景景
作者单位:郑州大学机械与动力工程学院,郑州450001;郑州大学机械与动力工程学院,郑州450001;郑州大学机械与动力工程学院,郑州450001
基金项目:国家重点研发计划项目;国家自然科学基金资助项目;实践项目;郑州大学教育教学改革研究
摘    要:针对在智能电能表日常使用过程中,显示屏区域的信息出现数字符号信息显示错误,文字、符号信息显示不完整的问题,提出了基于机器视觉技术,利用Halcon软件对智能电能表显示屏字符信息显示完整度进行检测,对智能电能表显示屏区域图像提取,对提取后的显示屏区域图像进行直方图均衡化处理后,采用边缘检测去除目标区域中无意义或者过小的物...

关 键 词:机器视觉  Halcon  智能电能表  显示屏信息检测
收稿时间:2019/10/14 0:00:00
修稿时间:2019/10/14 0:00:00

Detection of missing information on smart meter display based on Halcon
WANG Min,ZHENG Peng and CHANG Jingjing.Detection of missing information on smart meter display based on Halcon[J].Electrical Measurement & Instrumentation,2021,58(1):189-195.
Authors:WANG Min  ZHENG Peng and CHANG Jingjing
Affiliation:School of Mechanical and Power Engineering,Zhengzhou University,School of Mechanical and Power Engineering,Zhengzhou University,School of Mechanical and Power Engineering,Zhengzhou University
Abstract:In the process of daily use of smart energy meter, the information of display screen area shows the error of digital symbol information display, and the display of text and symbol information is incomplete. Based on machine vision technology, the character of smart meter display screen is utilized by Halcon software. The information is missing detection. Firstly, the image of the smart meter display area is extracted. After the extracted display area image is histogram equalized, the edge detection is used to remove the meaningless small target in the target area, and the morphology is used to open the operation. The combination of the closed operation and the closed operation performs character information segmentation on the smart meter display screen, and then detects the character information of the smart meter display area, and uses block processing identification according to different types of display area information, and the detection result and the information in the industrial library. The template matching is carried out, and the information missing area is marked. The feasibility of the detection method of the missing information of the smart meter display screen is verified by experimental analysis.
Keywords:Machine  vision  halcon  smart  meter  display  information detection
本文献已被 万方数据 等数据库收录!
点击此处可从《电测与仪表》浏览原始摘要信息
点击此处可从《电测与仪表》下载全文
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