Low cost imaging solutions for quality control

P. Gallagher
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Abstract

The highest barriers to widescale implementation of quality assurance computer vision systems has been cost. This is closely followed by the level of difficulty of putting a complete imaging system together. As anyone who has ever been in the position of creating a vision system knows, the various bits and pieces supplied by the many vendors are not under any type of standardization control, and many vendors are criticized for the creative writing appearing on their data sheets. In short, unless you are an expert in imaging, electrical interfacing, computers, digital signal processing, and high speed storage techniques, you will likely spend more money trying to do it yourself rather than buy the exceedingly expensive systems available. Another alternative has begun to make headway into the imaging market. The growing investment in CMOS-based imagers is addressing both the cost and the system integration difficulties. This paper discusses the benefits gained from CMOS-based imaging, and how they are already being applied to improving quality control.
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用于质量控制的低成本成像解决方案
大规模实施质量保证计算机视觉系统的最大障碍是成本。紧随其后的是将一个完整的成像系统组装在一起的难度程度。任何曾经创建过视觉系统的人都知道,许多供应商提供的各种部件都不受任何类型的标准化控制,并且许多供应商因其数据表上出现的创造性写作而受到批评。简而言之,除非您是成像、电子接口、计算机、数字信号处理和高速存储技术方面的专家,否则您可能会花更多的钱尝试自己动手,而不是购买极其昂贵的系统。另一种替代方案已经开始在成像市场取得进展。在基于cmos的成像仪上不断增长的投资正在解决成本和系统集成的难题。本文讨论了从cmos成像中获得的好处,以及如何将其应用于改进质量控制。
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