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聊一聊機器視覺檢測技術的應用

機器視覺檢測是一項綜合技術, 包括影像處理、機械工程技術、控制、電光源照明、光學成像、感測器、類比與數位視訊技術、電腦軟硬體技術, 圖像增強和分析演算法、圖像卡、 I/O卡等。 一個典型的機器視覺檢測系統包括圖像捕捉、光源系統、圖像數位化模組、數位影像處理模組、智慧判斷決策模組和機械控制執行模組。

Machine vision is a comprehensive technology, including the hardware and software of image processing technology, mechanical engineering technology, control, electric lighting, optical imaging, sensor, analog and digital video technology, computer, image enhancement and image analysis algorithm, and I/O card etc.. A typical machine vision inspection system includes image capture, light source system, image digitization module, digital image processing module, intelligent decision module and mechanical control execution module.

機器視覺檢測技術由於其突出的特點, 順應了現代製造業發展的要求, 已經在世界範圍內得到了廣泛的應用。 但是機器視覺檢測技術尚未形成完整的理論體系。 在技術上, 很多方面還不能達到實際應用的水準。 在功能上, 與人的視覺系統相比還處於低水準階段。 目前工業中應用的機器視覺檢測絕大部分執行的是二維檢測任務, 三維機器視覺檢測仍處於理論研究和試驗階段。 除此之外, 機器視覺檢測的精度、智慧化和檢測速度還有待提高。

Machine vision detection technology, due to its outstanding characteristics, conforms to the requirements of the development of modern manufacturing industry, and has been widely used in the world. But the machine vision detection technology has not yet formed a complete theoretical system. In technology, many aspects can not reach the level of practical application. In function, it is still at a low level compared with the human visual system. At present, most of machine vision inspection applied in industry is two-dimensional detection task, and 3D machine vision detection is still in theoretical research and experimental stage. In addition, the accuracy, intelligentization and detection speed of the machine vision inspection still need to be improved.

所以綜上所述, 機器視覺檢測, 簡而言之就是利用機器代替人工進行目標識別、判斷與測量。 它是現代光學、電子學、軟體工程、信號處理與系統控制技術等多學科的交叉與融合, 也是我國實現向智慧製造, 2025邁進的重大舉措專案。

So to sum up, the machine vision detection, in short, is to use the machine instead of artificial target recognition, judgment and measurement. It is a cross discipline and integration of modern optics, electronics, software engineering, signal processing and system control technology. It is also a significant move to achieve intelligent manufacturing in China, which is a 2025 step forward.

深圳市創盈時代科技有限公司是一家專注於機器視覺, 視覺檢測設備, CCD光學檢測設備, 機器視覺檢測, 視覺方案定制, 非標自動化設備的研發生產和銷售於一體的國家高新技術企業。

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本文關鍵字:機器視覺檢測應用

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