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机器视觉检测图像处理技术必须构建四大核心能力

时间:2018-03-06  来源:本文搜集于网络,由机器视觉检测厂家创盈时代整理发布,欢迎转载,转载请注明出处  点击:211

由于机器视觉系统可以快速获取大量信息,而且易于自动处理,也易于同设计信息以及加工控制信息集成,因此,在现代自动化生产过程中,人们将机器视觉系统广泛地用于工况监视、成品检验和质量控制等领域。
The machine vision system can quickly obtain a lot of information, automatic and easy to handle, with easy control of design information and processing information integration, therefore, in a modern automated production process, the machine vision system is widely used in condition monitoring, product testing and quality control etc.

但是机器视觉技术比较复杂,最大的困难在于人的视觉机制尚不清楚。人可以用内省法描述对某一问题的解题过程,从而用计算机加以模拟。但尽管每一个正常人都是"视觉专家",却不可能用内省法来描述自己的视觉过程。因此建立视觉检测系统是十分困难的任务。可以预计的是,随着机器视觉技术自身的成熟和发展,它将在现代和未来制造企业中得到越来越广泛的应用。

However, the machine vision technology is more complex, the biggest difficulty is that the human visual mechanism is not clear. One can use the introspection method to describe the problem solving process, so that the computer can be used to simulate it. But although every normal person is a "visual expert", it is impossible to describe their visual process with introspection. Therefore, it is a very difficult task to establish a machine vision system. It is expected that, with the maturity and development of machine vision technology, it will be more and more widely used in modern and future manufacturing enterprises.

机器视觉检测图像处理

机器视觉检测图像处理技术必须构建四大核心能力:

The image processing technology of machine vision inspection must build four core capabilities:

第一,智能识别,海量信息快速收敛,从大量信息中找到关键特征,准确度和可靠度是关键。
First, intelligent recognition, massive information fast convergence, from a large number of information to find the key features, accuracy and reliability is the key.

第二,智能测量,测量是工业的基础,要求精准度。
Second, intelligent measurement, measurement is the basis of industry and requires precision.

第三,智能检测,在测量的基础上,综合分析判断多信息多指标,关键点上是基于复杂逻辑的智能化判断。
Third, intelligent detection, on the basis of measurement, comprehensive analysis and judgment of multi information and multiple indicators, the key point is based on the intelligent judgment of complex logic.

第四,智能互联,图像的海量数据在多节点采集互联,同时将人员、设备、生产物资、环境、工艺等等数据互联,衍生出深度学习、智能优化、智能预测等等创新能力,真正展示出工业4.0的威力。
Fourth, intelligent interconnection, mass data image acquisition in a multi node interconnection, at the same time, personnel, equipment, materials, production environment, technology and so on data derived from the Internet, deep learning, intelligent optimization, intelligent prediction and innovation ability, truly show the power industry 4.

深圳市创盈时代科技有限公司是一家专注于机器视觉,视觉检测设备,CCD光学检测设备,机器视觉检测,视觉方案定制,非标自动化设备的研发生产和销售于一体的国家高新技术企业。

原文地址:http://www.chytime-ccd.com/zhishi/285.html

本文关键字:机器视觉检测图像处理

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