历史文档和模型的超频谱数据集从400到1700nm (HYPERDOC)
Ana Belén López-Baldomero1, Juan Luis Nieves2, Francisco Moronta-Montero2
1Color Imaging Laboratory, Department of Optics, Faculty of Sciences, University of Granada, Granada, 18071, Spain. anabelenlb@ugr.es.
Scientific data
|July 16, 2025
概括
HYPERDOC数据集提供历史文档和墨水的超谱成像,以帮助识别文化遗产中的材料. 此资源支持油墨分类和保护科学方面的研究.
科学领域:
- 文化遗产科学 文化遗产科学
- 影像科学 影像科学
- 材料科学 是一种材料科学.
背景情况:
- 超光谱成像 (HSI) 提供先进的材料分析能力.
- 文化遗产研究需要专门的数据集来识别材料.
- 现有的数据集可能无法充分覆盖历史墨水和文档变化.
研究的目的:
- 介绍HYPERDOC数据集,这是对历史文档超谱成像的全面资源.
- 促进材料识别方面的研究,特别是历史性油墨和文档基板.
- 促进在文化遗产领域应用HSI的进步.
主要方法:
- 在VNIR和SWIR范围内获取超光谱反射图像.
- 包括历史性油墨 (金属酸盐,红斑,碳基) 的模型和老化/不老化的文档支持.
- 提取"微立方体",以像素级的基底真相注释,并包含元数据.
主要成果:
- HYPERDOC数据集包括模型和历史文档 (十五至十七世纪).
- 数据包括空间记录的超光谱图像 (VNIR/SWIR) 和详细的材料注释.
- 在墨水分类,光谱分离和色度分析中成功应用.
结论:
- HYPERDOC数据集是文化遗产研究的一个有价值的,公开可用的资源.
- 它使跨学科的合作成为可能,并推进了高光谱成像在保护中的使用.
- 该数据集支持各种应用,从材料识别到图像分析技术.
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