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AIR BUBBLE DETECTION FOR PRODUCT QUALITY INSPECTION

机译:产品质量检测的气泡检测

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Product quality is one of the critical issues to be competitive in the global market place. Especially, food production companies are strongly required to control high product quality in their production lines. The contaminations such as metallic, or plastic, organic materials are harmful to human body and should be eliminate as much as possible. Therefore, machine inspections, such as X-ray or fluorescence spectrum methods work effectively to eliminate these contamination substances. However, the final inspections are taken care of by human inspectors to make sure the product quality kept in the required specifications. Contaminations are not perfectly eliminated by machine inspections and human inspections could cover some of them. That is not the only reason why the human inspector takes care of. Even though there is no contamination in the products, appearance of products may decrease the quality of the products. For example, even though air bubble has nothing to do with the taste of Tofu, customers do not purchase such Tofu which contains many air bubbles, whereas they would buy Tofu with some air bubble. Therefore, human inspectors review the Tofu package to check the defective products because of the air bubble, which is hard to be processed by machine inspection. This study proposes image processing-based air bubble detection method on Tofu packages to inspect the product quality without image sensor devices. Based on the results of air bubble detection on the Tofu package, the evaluation will be made on each package. The study applied an evaluation criterion based on the experiments. However, the results are not always identical to those by human inspection because of the disagreement of threshold value in evaluation. This paper presents the image-processing air bubble detection method to determine the quality of Tofu products and discusses the feasibility of this method in comparison with the human inspection results.
机译:产品质量是全球市场竞争的关键问题之一。特别是,粮食生产公司强烈要求在其生产线上控制高产品质量。诸如金属或塑料,有机材料等污染对人体有害,并且应尽可能消除。因此,机器检查,如X射线或荧光谱法有效地工作以消除这些污染物质。但是,最终检查是由人类检查员照顾的,以确保在所需规格中保存的产品质量。通过机器检查并不完全消除污染,人类检查可以涵盖其中一些。这不是人类检查员照顾的唯一原因。尽管产品中没有污染,但产品的外观也可能降低产品的质量。例如,即使气泡与豆腐的味道无关,顾客也不会购买豆腐,其中包含许多气泡,而他们会用一些气泡购买豆腐。因此,人类检查员审查了豆腐包,以检查缺陷的产品,因为气泡,这很难通过机器检查处理。本研究提出了在豆腐包装上的基于图像加工的气泡检测方法,检查了没有图像传感器装置的产品质量。根据豆腐封装的气泡检测结果,将在每个包装上进行评估。该研究基于实验应用了评估标准。然而,由于评估中的阈值分解,结果与人类检查的结果并不总是相同的。本文提出了图像处理气泡检测方法,以确定豆腐产品的质量,并探讨了这种方法的可行性与人类检查结果相比。

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