Exploring the HYPERDOC Database: Advancing Hyperspectral Imaging for Historical Document Analysis

The HYPERDOC database is a publicly available hyperspectral imaging resource for the analysis of historical documents and mock-ups of inks and pigments. It consists of 1681 hyperspectral datacubes, containing millions of reflectance spectra, covering the VNIR (400–1000 nm) and SWIR (900–1700 nm) spectral ranges, including different ink recipes and documents from the 15th to 20th centuries, preserved in two archives in Granada, Spain. We will present the data acquisition process and structure of the database, followed by a live demonstration of its functionality, guiding participants through its use. Additionally, three applications of the database will be summarized, including document binarization, ink classification using machine learning techniques, and ink aging analysis. The HYPERDOC database facilitates the integration of advanced imaging techniques into document analysis and preservation, contributing to the non-invasive study of historical materials.

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Publication Details

Journal
Archiving Conference
Published
2025-06-24
DOI
https://doi.org/10.2352/issn.2168-3204.2025.22.1.1
Citations
1
Primary Topic
Cultural Heritage Materials Analysis
Type
article
Field-Weighted Citation Impact
8.27

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article

Exploring the HYPERDOC Database: Advancing Hyperspectral Imaging for Historical Document Analysis

Ana López‐Montes, Javier Hernández‐Andrés, Teresa Espejo Arias, Miguel Ángel Martínez‐Domingo et al.
1 citations
Archiving Conference
Cultural Heritage Materials Analysis
8.27
article

Exploring the HYPERDOC Database: Advancing Hyperspectral Imaging for Historical Document Analysis

Ana López‐Montes, Javier Hernández‐Andrés, Teresa Espejo Arias, Miguel Ángel Martínez‐Domingo, Eva M. Valero, Javier Romero, Ana Belén López-Baldomero, Ramón Fernández-Gualda, Francisco Moronta-Montero, Anna Sofía Reichert, Juan L. Nieves, Yannick Lefier
article en
1 citations

Abstract

The HYPERDOC database is a publicly available hyperspectral imaging resource for the analysis of historical documents and mock-ups of inks and pigments. It consists of 1681 hyperspectral datacubes, containing millions of reflectance spectra, covering the VNIR (400–1000 nm) and SWIR (900–1700 nm) spectral ranges, including different ink recipes and documents from the 15th to 20th centuries, preserved in two archives in Granada, Spain. We will present the data acquisition process and structure of the database, followed by a live demonstration of its functionality, guiding participants through its use. Additionally, three applications of the database will be summarized, including document binarization, ink classification using machine learning techniques, and ink aging analysis. The HYPERDOC database facilitates the integration of advanced imaging techniques into document analysis and preservation, contributing to the non-invasive study of historical materials.

Archiving ConferenceVol. 22(1)
Universidad de Granada (ES)
European Regional Development Fund, Agencia Estatal de Investigación, European Social Fund
Openalex Percentile: Top 3%
Cultural Heritage Materials Analysis
8.27
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