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機器視覺檢測系統優勢有哪些方面

上海弘恩電子有限公司時間:2019-11-26 點擊:
隨著工業4.0時代的到來,機器視覺在智能制造業領域的作用越來越重要,機器視覺技術是如何工作的、它為什么是實現流程自動化和質量改進的正確選擇呢。其實機器視覺技術,是一門涉及人工智能、神經生物學、心理物理學、計算機科學、圖像處理、模式識別等諸多領域的交叉學科。機器視覺主要用計算機來模擬人的視覺功能,從客觀事物的圖像中提取信息,進行處理并加以理解,最終用于實際檢測、測量和控制。
With the advent of Industry 4.0, machine vision plays an increasingly important role in the field of intelligent manufacturing, how machine vision technology works, and why it is the right choice to achieve process automation and quality improvement. In fact, machine vision technology is an interdisciplinary subject involving artificial intelligence, neurobiology, psychophysics, computer science, image processing, pattern recognition and many other fields. Machine vision mainly uses computers to simulate human visual functions, extract information from images of objective things, process and understand them, and ultimately use them for actual detection, measurement and control.
機器視覺就是使用光學非接觸式感應設備自動接收并解釋真實場景的圖像以獲得信息控制機器或流程,機器視覺技術最大的特點是速度快、信息量大、功能多,今天我們就來聊一聊機器視覺檢測設備的優勢究竟有哪些方面。
Machine vision is the use of optical contactless sensing equipment automatically receive and interpret the image of the real scene to obtain information control machine or process, the biggest characteristics of machine vision technology is fast, large amount of information, many functions, today we will talk about the advantages of machine vision detection equipment.
雖然人類視覺最擅長于對復雜、非結構化的場景進行定性解釋,但機器視覺則憑借速度、精度和可重復性等優勢,擅長于對結構化場景進行定量測量,舉例來說,在生產線上,機器視覺系統每分鐘能夠對數百個甚至數千個元件進行檢測。配備適當分辨率的相機和光學元件后,機器視覺系統能夠輕松檢驗小到人眼無法看到的物品細節特征。
While human vision is best at qualitatively interpreting complex, unstructured scenes, machine vision is good at quantitative measurement of structured scenes by virtue of speed, precision and repeatability, for example, on production lines, machine vision systems can detect hundreds or even thousands of components per minute. Equipped with cameras and optics at the right resolution, the machine vision system can easily examine the details of items that are too small to be seen by the human eye.
另外,由于消除了檢驗系統與被檢驗元件之間的直接接觸,機器視覺還能夠防止元件損壞,也避免了機械部件磨損的維
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