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Study on On-line Quality Inspection System of Aluminum-plastic Foamed Mask Medicinal Package

机译:铝塑发泡面膜药品包装在线质量检测系统研究

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摘要

This paper proposes and designs an on-line quality inspection system of aluminum-plastic foamed medicinal package based on computer vision technique. Firstly, this paper gives a brief introduction to the structure and working principle of medical package inspection system. Secondly, computer vision and automatic control techniques are adopted to build the hardware system of the quality inspection system. Thirdly, the main image processing algorithms for inspection of aluminum-plastic foamed mask medicinal package are introduced. Self-adaptive image segmentation algorithm is presented for the pretreatment of the medicinal package image. A novel region-separated method is adopted to get the features of the processed image. Therefore the features of the medicinal package image like geometric features are calculated accurately. Lastly, carries on the match algorithm between image to be inspected and the standard template image. The method is applied to one hundred of aluminum-plastic foamed mask medicinal package images with different quality conditions. The actual experiment results showed that this method can accurately inspect hollow foams, omission assemblage and so on closed with quality questions in the package of tablets. The detection accuracy is about 100%, so the method is proved to be valid.
机译:本文提出并设计了一种基于计算机视觉技术的铝塑发泡药品包装在线质量检测系统。首先简要介绍了医疗包装检查系统的结构和工作原理。其次,采用计算机视觉和自动控制技术来构建质量检测系统的硬件系统。第三,介绍了铝塑发泡面膜药用包装检测的主要图像处理算法。提出了一种自适应图像分割算法,对包装图像进行了预处理。采用一种新颖的区域分离方法来获得处理后图像的特征。因此,可以准确地计算出药品包装图像的特征,例如几何特征。最后,在被检图像与标准模板图像之间进行匹配算法。该方法适用于不同质量条件的一百张铝塑发泡面膜药品包装图像。实际实验结果表明,该方法可以准确地检查片剂包装中存在质量问题的空心泡沫,遗漏组合物等。检测精度约为100%,证明了该方法的有效性。

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