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机器视觉技术、标准及安全产业应用
引用本文:张园,王慧芬,王翰铭. 机器视觉技术、标准及安全产业应用[J]. 电信科学, 2020, 36(11): 104-112. DOI: 10.11959/j.issn.1000-0801.2020296
作者姓名:张园  王慧芬  王翰铭
作者单位:中国电信股份有限公司研究院,上海 200122
摘    要:聚焦机器视觉技术及标准化,分析了机器视觉、计算机视觉与人类视觉的异同,列举了与机器视觉相关的技术,介绍了网络信息安全、智能监控和智能交通等机器视觉产业典型应用,以及国际及国内主流标准化组织针对机器视觉技术、系统和应用的标准化工作进展、现状和布局。重点介绍了VCM和DCM等涉及机器视觉核心技术——机器视觉编码标准的工作,以及机器视觉系统和应用标准化组织。在此基础上,分析了机器视觉技术研究和标准化的未来发展方向。

关 键 词:机器视觉  标准化  编码  深度学习  信息安全  

Machine vision technology,standardization,and application in safety industry
Yuan ZHANG,Huifen WANG,Hanming WANG. Machine vision technology,standardization,and application in safety industry[J]. Telecommunications Science, 2020, 36(11): 104-112. DOI: 10.11959/j.issn.1000-0801.2020296
Authors:Yuan ZHANG  Huifen WANG  Hanming WANG
Affiliation:Research Institute of China Telecom Co.,Ltd.,Shanghai 200122,China
Abstract:The technology and standardization of machine vision were focused on,and the attributes and relations of machine vision,computer vision,and human vision were analyzed.The machine vision related technologies and typical applications such as network information,security intelligent surveillance and intelligent transportation were introduced,as well as the latest development of international and domestic mainstream SDOs of machine vision technology,system and service.The development of the core machine vision technology,video coding for machine vision standards in VCM and DCM,and machine vision systems and application SDOs were elaborated.On this basis,the future development trend of machine vision technology and standardization was analyzed.
Keywords:machine vision  standardization  coding  deep learning  information security  
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