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评测:为什么说机器视觉检测是AI人工智能发展的分支

时间:2017-11-24  来源:本文转载于网络,由机器视觉检测厂家创盈时代整理,欢迎转载,转载请注明出处  点击:418

在目前以高端装备制造为核心的智造工业4.0时代背景下,随着“中国制造2025”战略的深入,智能工业机器人产业市场呈现不断增长的势头,其中充当工业机器人火眼金睛角色的机器视觉检测功不可没。
In the high-end equipment manufacturing industry as the core of the smart 4 era, with the "2025 Chinese manufacturing" strategic depth, intelligent industrial robots market showed continued growth momentum, which acts as the role of the industrial robot machine vision detection of piercing eye lastingachievements.

就拿目前我国的安防产业来说,安防的技术一直在演进中,当行业完成了网络化和高清化之后,智能化应用就成了各个安防类厂家的技术热门。应该说,从2012年开始,安防行业都在围绕如何使产品和系统智能化应用展开深入研发和探讨,从而引发了一波技术潮流。如果说智能视频分析是智慧安防应用的2.0版本,那么,机器视觉检测将开启智慧安防应用2.0时代。

Take our current security industry, security technology has been evolving, when the industry has completed the network and high-definition, intelligent application has become a hot technology of various security companies. It should be said that, since 2012, security industry around how to make products and systems intelligent application of in-depth research and development, and thus triggered a wave of technological trends. If intelligent video analysis is the 2 version of smart security applications, then machine vision testing will open the 2 era of smart security applications.


机器视觉检测设备


未来,机器视觉检测是AI人工智能正在快速发展的一个分支。简单说来,机器视觉就是用机器代替人眼来做测量和判断。通过分CMOS或CCD传感器将被摄取目标转换成图像信号,传送给专用的图像处理系统,得到被摄目标的形态信息,根据像素分布和亮度、颜色等信息,转变成数字化信号;图像系统对这些信号进行各种运算来抽取目标的特征,进而根据判别的结果来控制现场的设备动作。
In the future, machine vision inspection is a branch of AI artificial intelligence that is developing rapidly. In a word, machine vision is to measure and judge the human eye by machine instead of human eye. Through CMOS or CCD sensors will be converted into intake target image signal is transmitted to a dedicated image processing system, to obtain morphological information captured targets, according to the pixel distribution and the brightness and color information into digital signals; the characteristics of image system of various operations on these signals to extract the target, and then according to the discrimination the scene to control the movement of equipment.

机器视觉检测主要是对图像进行识别,因此机器视觉在人脸识别、车牌识别等方面得到大量运用。以智能交通行业为例,机器视觉具有成本低、稳定性强、准确性高、应用范围广等优点,目前已经在国内外高速公路和公路的交通监控系统中得到了广泛的应用,具体体现在车牌识别、车身颜色识别、车型识别、违章识别、车流量统计、流量控制等,在工业应用中,也有视觉点胶机,视觉机器人等一系列的设备,为广大企业主开源节流起了很大的帮助。
Machine vision detection is mainly for image recognition, so machine vision is widely used in face recognition, license plate recognition and so on. In the intelligent transportation industry for example, machine vision has the advantages of low cost, high stability, high accuracy, the advantages of wide application range, the current traffic monitoring system at home and abroad has been the highway and highway has been widely used, embodied in the license plate recognition and vehicle color recognition, vehicle identification, illegal identification, traffic statistics, flow control, in industrial applications, also have visual dispensing machine, robot vision and a series of equipment, played a great help for the business owners to.

这时有人会产生疑惑,机器视觉和深度学习有太多重叠之处,是否两者在安防行业是同一概念的不同表达。其实不然,如果仅从视频监控行业来看,学习算法是机器视觉更高层面的应用,因为基于巨大样本采集把握了大量数据特征,而机器视觉主要在特征感知、图像预处理、特征提取、特征筛选面擅长,也就是说,机器视觉主要是在特征识别提炼部分,而深度学习是把特征和学习结合起来,比如用特征的感知和提取来预判数据,使得提前预知各种紧急突发情况。
At this point, some people will have doubts, machine vision and depth learning overlap too much, whether the two in security industry is the same concept of different expression. In fact, if only from the video surveillance industry, learning algorithm is the application of machine vision higher level, because of the huge sample based on the grasp of the characteristics of large amounts of data, and the main features in machine vision sensing, image preprocessing, feature extraction, feature selection at surface, that is to say, machine vision is mainly in the feature identify and refine, deep learning characteristics and learning is put together, such as perception and feature extraction to predict data, which predict various emergency situations ahead.

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/hyxw/258.html

本文关键字:机器视觉检测

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