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Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication

机译:高光谱成像与数据分类技术相结合,有助于艺术品鉴定

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摘要

In recent years various scientific practices have been adapted to the artwork analysis process. Although a set of techniques is available for art historians and scientists, there is a constant need for rapid and non-destructive methods to empower the art authentication process. In this paper hyperspectral imaging combined with signal processing and classification techniques are proposed as a tool to enhance the process for identification of art forgeries. Using bespoke paintings designed for this work, a spectral library of selected pigments was established and the viability of training and the application of classification techniques based on this data was demonstrated. Using these techniques for the analysis of actual forged paintings resulted in the identification of anachronistic paint, confirming the falsity of the artwork. This paper demonstrates the applicability of infrared (IR) hyperspectral imaging for artwork authentication.
机译:近年来,各种科学实践已适应艺术品分析过程。尽管艺术史学家和科学家可以使用一组技术,但始终需要快速且无损的方法来增强艺术认证过程的能力。在本文中,结合信号处理和分类技术的高光谱成像被提出作为一种增强艺术品伪造识别过程的工具。使用为这项工作设计的定制绘画,建立了所选颜料的光谱库,并证明了基于该数据进行训练和分类技术应用的可行性。使用这些技术对实际的伪造绘画进行分析可识别出过时的绘画,从而确认艺术品的虚假性。本文演示了红外(IR)高光谱成像在艺术品鉴定中的适用性。

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