Maybury Ian J, Howell David, Terras Melissa, Viles Heather
1School of Geography and the Environment, Oxford University Centre for the Environment, University of Oxford, South Parks Road, Oxford, OX1 3QY UK.
Weston Library, Broad Street, Oxford, OX1 3BG UK.
Herit Sci. 2018;6(1):42. doi: 10.1186/s40494-018-0206-1. Epub 2018 Jul 6.
There is great practical and scholarly interest in the identification of pigments in works of art. This paper compares the effectiveness of the widely used Raman Spectroscopy (RS), with hyperspectral imaging (HSI), a reflectance imaging technique, to evaluate the reliability of HSI for the identification of pigments in historic works of art and to ascertain if there are any benefits from using HSI or a combination of both. We undertook a case study based on six Armenian illuminated manuscripts (eleventh-eighteenth centuries CE) in the Bodleian Library, University of Oxford. RS, and HSI (380-1000 nm) were both used to analyse the same 10 folios, with the data then used to test the accuracy and efficiency of HSI against the known results from RS using reflectance spectra reference databases compiled by us for the project. HSI over the wavelength range 380-1000 nm agreed with RS at best 93% of the time, and performance was enhanced using the SFF algorithm and by using a database with many similarities to the articles under analysis. HSI is significantly quicker at scanning large areas, and can be used alongside RS to identify and map large areas of pigment more efficiently than RS alone. HSI therefore has potential for improving the speed of pigment identification across manuscript folios and artwork but must be used in conjunction with a technique such as RS.
在艺术品中识别颜料具有重大的实践和学术意义。本文将广泛使用的拉曼光谱(RS)与高光谱成像(HSI,一种反射成像技术)的有效性进行比较,以评估高光谱成像在识别历史艺术品中颜料的可靠性,并确定使用高光谱成像或两者结合是否有任何益处。我们基于牛津大学博德利图书馆的六份亚美尼亚照明手稿(公元11至18世纪)进行了一项案例研究。拉曼光谱和高光谱成像(380 - 1000纳米)均用于分析相同的10个对开页,然后使用这些数据,通过我们为该项目编制的反射光谱参考数据库,根据拉曼光谱的已知结果来测试高光谱成像的准确性和效率。在380 - 1000纳米波长范围内,高光谱成像与拉曼光谱的一致性最高为93%,使用SFF算法以及使用与所分析物品有许多相似之处的数据库可提高性能。高光谱成像在扫描大面积区域时明显更快,并且可以与拉曼光谱一起使用,比单独使用拉曼光谱更有效地识别和绘制大面积的颜料。因此,高光谱成像在提高跨手稿对开页和艺术品的颜料识别速度方面具有潜力,但必须与拉曼光谱等技术结合使用。