用于历史文物可视化的多光谱成像系统的色度特征描述

IF 3.5 2区 综合性期刊 0 ARCHAEOLOGY Journal of Cultural Heritage Pub Date : 2024-06-06 DOI:10.1016/j.culher.2024.05.014
Morteza Maali Amiri , David W. Messinger , Todd R. Hanneken
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引用次数: 0

摘要

多光谱成像技术长期以来一直被用于文物研究,尤其是低对比度文字的手稿。多光谱成像系统的目标主要是通过在人类视觉系统的光谱响应范围之外成像和应用各种图像处理技术来增强文字效果。然而,人们也希望使用多光谱图像来呈现高质量的真实色彩。我们在这项工作中使用了两个多光谱成像系统。其中一个是用于研究历史文物的多光谱成像系统(MISHA),与市面上的系统相比,该系统成本更低,使用更方便,而且用途显著。该系统是专门为文物成像而设计和制造的,尤其是由于老化和其他环境原因导致文字难以辨认的手稿和纸质作品。鉴于该系统的目标是 "发现 "平面物体上对比度较低的文字(和其他特征),因此没有针对色彩还原目的进行优化。第二套系统是商用 MegaVision EVTM 光谱成像系统。该系统也用于文化遗产成像。在这项工作中,我们开发了一种对这些相机和照明系统进行色度表征的方法,为它们的功能增加了精确色彩再现的选项。为此,我们提出了两种不同的方法。第一种方法我们称之为色彩转换法。在这里,我们使用 Macbeth ColorChecker 首先对摄像机的光度响应进行线性化处理,然后从摄像机响应到 CIEXYZ 三基色值之间进行线性矩阵变换。第二种方法我们称之为光照度法。在这里,我们将照相机的每个输出视为窄带照明器已知波长下的反射系数值。然后,我们用 CIEXYZ 三基色值将这些值转换为物体的颜色。我们发现,使用 Macbeth ColorChecker 进行色彩转换的结果更为准确。与此同时,光照度法要简单得多,而且能得到可接受的结果,特别是考虑到精确的色彩还原并不是设计 MISHA 摄像系统的目标。两种成像系统都采用了相同的方法,以显示本文所开发方法的稳健性和对其他成像系统的适用性。结果显示了定量校准目标以及文化遗产研究领域感兴趣的伪影。值得注意的是,我们并没有对两套成像系统或 MegaVision 提供的色彩处理软件进行整体比较。相反,我们只是想说明,这里开发的两种方法适用于不同的多光谱成像系统,从成本效益很高的系统(即 MISHA)到更昂贵的系统(即 MegaVision)。
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Colorimetric characterization of multispectral imaging systems for visualization of historical artifacts

Multispectral imaging has long been used in the study of cultural heritage artifacts, particularly manuscripts with low-contrast text. The goal of multispectral imaging systems has largely been to enhance the text by imaging outside the spectral response of the human visual system and by applying various image processing techniques. However, there is a desire to use multispectral images for high quality, true color rendering of the artifacts as well. We use two multispectral imaging systems in this work. One of them is the Multispectral Imaging System for the study of Historical Artifacts (MISHA) which has been demonstrated to have significant utility at a lower cost and better ease of use compared to commercially available systems. This system was specifically designed and built for the purpose of imaging artifacts, particularly manuscripts and works on paper with illegible text due to deterioration and other environmental causes. Given this goal of “discovering” low-contrast text (and other features) on planar objects, the system has not been optimized for color reproduction purposes. The second system is a commercially available MegaVision EVTM Spectral Imaging System. This system is also used for cultural heritage imaging. In this work, we develop an approach to colorimetrically characterize these cameras and illumination systems, adding an option for accurate color reproduction to their capabilities. To do this, we present two different approaches. The first approach we call the Color Transformation Method. Here we use a Macbeth ColorChecker to first linearize the camera photometric response, and then find a linear matrix transformation from the camera response to CIEXYZ tristimulus values. The second approach we call the Illuminant Method. Here we consider each output by the camera as a reflectance factor value at the known wavelength of a narrowband illuminator. We then convert these values to the color of the object in terms of CIEXYZ tristimulus values. We show that the Color Transformation Method using a Macbeth ColorChecker leads to a more accurate result. Meanwhile, the Illuminant Method is much simpler and produces acceptable results, particularly considering accurate color reproduction was not a goal in designing the MISHA camera system. The same methods are applied to both imaging systems to show the robustness and applicability of the approaches developed herein to other imaging systems. Results are shown for both quantitative calibration targets as well as artifacts of interest to the field of cultural heritage studies. It is worth noting that we are not comparing the two imaging systems overall or the color processing software available from MegaVision. Rather, we simply show that the two approaches developed here are applicable to different multispectral imaging systems, from a very cost-effective system, i.e., MISHA to a more expensive one, i.e., MegaVision.

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来源期刊
Journal of Cultural Heritage
Journal of Cultural Heritage 综合性期刊-材料科学:综合
CiteScore
6.80
自引率
9.70%
发文量
166
审稿时长
52 days
期刊介绍: The Journal of Cultural Heritage publishes original papers which comprise previously unpublished data and present innovative methods concerning all aspects of science and technology of cultural heritage as well as interpretation and theoretical issues related to preservation.
期刊最新文献
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