Fragments under the Lens: A Case Study of Multispectral versus Hyperspectral Imaging for Manuscript Recovery

Alexander J. Zawacki, Kyle Ann Huskin, H. Davies, T. Kleynhans, D. Messinger, G. Heyworth
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Abstract

Abstract:This article seeks to clarify the varied utilities of multispectral imaging (MSI) and hyperspectral imaging (HSI) for the purposes of fragment recovery and analysis. The two technologies are discussed in detail, with the aim of explaining their functionality and required methodology to a humanities-oriented audience. For purposes of comparison, two medieval manuscript fragments—one a palimpsest, the other damaged by abrasion and staining—were imaged using both MSI and HSI systems. The data sets were then compared using several metrics and the results outlined. MSI was found to have significantly better spatial resolution (the amount of fine detail that the system is capable of capturing), while HSI had vastly better spectral resolution (the number of wavelengths discerned by the system). The MSI system also displayed a superior signal-to-noise ratio (SNR) and edge response, meaning that images were clearer and sharper. MSI images enabled the identification, transcription, and approximate dating of the palimpsested fragment, but the less visually clear HSI data set failed to fully do so. However, the superior spectral resolution of the HSI system allowed for the noninvasive and nondestructive identification of inks and pigments and enabled our team to differentiate between even those that appear to be identical to the naked eye. In this case, the red pigment used on the palimpsest was identified from the hyperspectral data but could not be from the multispectral. Our conclusion is that HSI systems can offer valuable information about material composition and history and may shed light on provenance. Neither system is universally superior; the choice of which one to employ depends upon what questions a scholar seeks to ask of the object.
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镜头下的碎片:手稿复原的多光谱与高光谱成像案例研究
摘要:本文旨在阐明多光谱成像(MSI)和高光谱成像(HSI)在碎片恢复和分析方面的不同用途。本文详细讨论了这两种技术,目的是向面向人文学科的读者解释它们的功能和所需的方法。为了比较,两个中世纪手稿碎片——一个是重写本,另一个因磨损和染色而损坏——使用MSI和HSI系统进行了成像。然后使用几个指标对数据集进行比较,并概述结果。MSI被发现具有明显更好的空间分辨率(系统能够捕获的精细细节的数量),而HSI具有更好的光谱分辨率(系统识别的波长数量)。MSI系统还显示出优越的信噪比(SNR)和边缘响应,这意味着图像更清晰,更清晰。MSI图像能够识别、转录和大致确定重写片段的年代,但视觉上不太清晰的HSI数据集未能完全做到这一点。然而,HSI系统优越的光谱分辨率允许对油墨和颜料进行非侵入性和非破坏性的识别,并使我们的团队能够区分那些看起来与肉眼相同的颜料。在这种情况下,重写本上使用的红色颜料可以从高光谱数据中识别出来,但不能从多光谱数据中识别出来。我们的结论是,HSI系统可以提供有关材料组成和历史的宝贵信息,并可能阐明出处。这两种制度都不是普遍优越的;选择使用哪一个取决于学者想要问对象什么问题。
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