使用工业系统解决方案进行图像处理

Tomas Puda, J. Škuta
{"title":"使用工业系统解决方案进行图像处理","authors":"Tomas Puda, J. Škuta","doi":"10.1109/ICCC51557.2021.9454653","DOIUrl":null,"url":null,"abstract":"This work addresses the use and compare of machine vision software for image recognition compared to commercially available systems in automation industry. The aim is to compare computational stability and time-cost efficiency of integration of available algorithms against commercially sold systems. Three types of environments are selected for comparison - code development environment, graphical development environment and industrial machine vision system solution. The evaluation is based on the use of all three systems for the same types of applications and a comparison of their results - processing time, stability, development time and total development cost. Comparison applications are presence/absence, counting, dimensional measurement, search and character recognition.","PeriodicalId":339049,"journal":{"name":"2021 22nd International Carpathian Control Conference (ICCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Use of Industrial System Solutions for Image Processing\",\"authors\":\"Tomas Puda, J. Škuta\",\"doi\":\"10.1109/ICCC51557.2021.9454653\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work addresses the use and compare of machine vision software for image recognition compared to commercially available systems in automation industry. The aim is to compare computational stability and time-cost efficiency of integration of available algorithms against commercially sold systems. Three types of environments are selected for comparison - code development environment, graphical development environment and industrial machine vision system solution. The evaluation is based on the use of all three systems for the same types of applications and a comparison of their results - processing time, stability, development time and total development cost. Comparison applications are presence/absence, counting, dimensional measurement, search and character recognition.\",\"PeriodicalId\":339049,\"journal\":{\"name\":\"2021 22nd International Carpathian Control Conference (ICCC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 22nd International Carpathian Control Conference (ICCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCC51557.2021.9454653\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 22nd International Carpathian Control Conference (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCC51557.2021.9454653","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

这项工作解决了使用和比较机器视觉软件的图像识别与商用系统在自动化行业。目的是比较计算稳定性和时间成本效率的集成可用的算法与商业销售的系统。选择了三种类型的环境进行比较——代码开发环境、图形开发环境和工业机器视觉系统解决方案。评价是根据所有三种系统对同一类型应用的使用情况,并比较它们的结果- -处理时间、稳定性、开发时间和开发总费用。比较应用包括存在/缺失、计数、尺寸测量、搜索和字符识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Use of Industrial System Solutions for Image Processing
This work addresses the use and compare of machine vision software for image recognition compared to commercially available systems in automation industry. The aim is to compare computational stability and time-cost efficiency of integration of available algorithms against commercially sold systems. Three types of environments are selected for comparison - code development environment, graphical development environment and industrial machine vision system solution. The evaluation is based on the use of all three systems for the same types of applications and a comparison of their results - processing time, stability, development time and total development cost. Comparison applications are presence/absence, counting, dimensional measurement, search and character recognition.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信