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机器视觉检测的概述和发展趋势

时间:2019-05-31  来源:本文搜集于网络,由机器视觉检测设备厂家创盈时代整理,欢迎转载,转载注明出处  点击:189

一台机器为什么能看到你?因为它有了自己的视觉。机器视觉检测技术是一门涉及人工智能、神经生物学、心理物理学、计算机科学、图像处理、模式识别等诸多领域的交叉学科。机器视觉检测主要用计算机来模拟人的视觉功能,从客观事物的图像中提取信息,进行处理并加以理解,最终用于实际检测、测量和控制,技术最大的特点是速度快、信息量大、功能多。

Why can a machine see you? Because it has its own vision. Machine Vision detection technology is a cross-discipline involving artificial intelligence, neurobiology, psychological physics, computer science, image processing, pattern recognition and many other fields. Machine vision detection mainly uses computer to simulate the visual function of human beings, extract information from the image of objective things, process and understand, and ultimately used in the actual detection, measurement and control, the biggest characteristics of technology is fast speed, large amount of information, more functions.

机器视觉检测

机器视觉检测主要用计算机来模拟人的视觉功能,但并不仅仅是人眼的简单延伸,更重要的是具有人脑的一部分功能一一从客观事物的图像中提取信息,进行处理并加以理解,最终用于实际检测、测量和控制。
Machine vision detection mainly uses computer to simulate the visual function of human beings, but it is not only a simple extension of the human eye, but also a part of the function of the human brain to extract information from the image of objective things, processing and understanding, and ultimately used for practical detection, measurement and control.

一个典型的工业机器视觉检测应用系统,包括数字图像处理技术、机械工程技术、控制技术、光源照明技术、光学成像技术、传感器技术、模拟与数字视频技术、计算机软硬件技术、人机接口技术等。
A typical industrial machine vision inspection application system, including digital image processing technology, mechanical engineering technology, control technology, light source lighting technology, optical imaging technology, sensor technology, analog and digital video technology, computer hardware and software technologies, man-machine interface technology.

由于机器视觉是自动化的一部分,没有自动化就不会有机器视觉,机器视觉软硬件产品正逐渐成为协作生产制造过程中不同阶段的核心系统,无论是用户还是硬件供应商都将机器视觉产品作为生产线上信息收集的工具,这就要求机器视觉产品大量采用标准化技术,直观地说就是