Fighting against medicine packaging counterfeits: rotogravure press vs cylinder signatures

Iuliia Tkachenko, A. Trémeau, T. Fournel
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引用次数: 3

Abstract

The number of medicine counterfeits increases significantly. This problem affects not only expensive medicines, but also some low cost ones. In this paper, we study the characteristics of medicine packages printed using rotogravure printing on blister foils and propose an authentication system that identifies the equipment used for printing medicine foils. The rotogravure printing process uses an engraved cylinder and a rotogravure press. Each of these elements has its own signature that can be used for process identification and for packaging authentication. Using constructed database, we show that the signature of engraved cylinder impacts more on printed patterns in comparison with the signature of rotogravure press. The experiments done show that we can identify the cylinder used for the printing using a classical machine learning methods from a small number of training samples.
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打击药品包装假冒:凹版印刷机与气缸签名
药品假药数量明显增加。这个问题不仅影响昂贵的药物,也影响一些低成本的药物。本文研究了吸塑箔上凹版印刷药品包装的特点,并提出了一种用于药品箔印刷设备的认证系统。凹版印刷过程使用凹版滚筒和凹版印刷机。每个元素都有自己的签名,可用于流程标识和包装身份验证。利用构建的数据库,我们发现与凹印机的特征相比,雕刻圆柱的特征对印刷图案的影响更大。实验表明,我们可以使用经典的机器学习方法从少量的训练样本中识别出用于打印的圆柱体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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