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Qcuip: Quality Control Using Image Processing

机译:Qcuip:使用图像处理进行质量控制

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摘要

Now a days industries require accurate and timely information to improve their quality and increase the production of goods. Thus digital image processing can be used in this area mainly for the detection of faulted parts or missing part. Automated visual inspection is the key factor behind all the industrial application of digital image processing. The proposed project mainly deals with analysis to find faulty industrial parts and correcting it. Automated visual inspection uses digital camera that captures image which is coming out of product line. The captured image is then fed to computer for further processing. The typical image processing task is to find the faulty piece by comparing the user requirements and manufactured product image. This proposed idea will employ verification of measurements of all the pieces that are coming out of product line. Based on the error rate modification in the design can be pursued. This proposed idea increases the speed and accuracy and avoids human errors which are common in quality testing. The proposed project overcomes the weakness in the existing system. Thus manual inspection can be replaced with the proposed idea and hence productivity can be increased.(Abstract)
机译:现在,每天的行业都需要准确,及时的信息,以提高其质量并增加商品产量。因此,数字图像处理可以在该领域中主要用于检测有缺陷的部分或缺失的部分。自动化外观检查是数字图像处理在所有工业应用中的关键因素。拟议项目主要进行分析以发现有故障的工业零件并进行纠正。自动化的视觉检查使用数码相机来捕获产品线中出现的图像。然后将捕获的图像送入计算机进行进一步处理。典型的图像处理任务是通过比较用户需求和制成的产品图像来查找有缺陷的零件。该提议的想法将采用对产品线中所有部件的测量结果的验证。基于错误率,可以在设计中进行修改。提出的想法提高了速度和准确性,并避免了质量测试中常见的人为错误。拟议的项目克服了现有系统的弱点。因此,人工检查可以用所提出的想法代替,从而可以提高生产率。

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