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This essay aims to bid analogue historians assume that digitisation is the first step to creating historical heritage based on the new language of Science: Computer Science. As we know, Humanities disciplines cannot easily be encapsulated…

Human-Computer Interaction · Computer Science 2022-11-23 Salvatore Spina

We apply the TrOCR framework to real-world, historical manuscripts and show that TrOCR per se is a strong model, ideal for transfer learning. TrOCR has been trained on English only, but it can adapt to other languages that use the Latin…

Computer Vision and Pattern Recognition · Computer Science 2022-03-22 Phillip Benjamin Ströbel , Simon Clematide , Martin Volk , Tobias Hodel

The arrival of handwriting recognition technologies offers new possibilities for research in heritage studies. However, it is now necessary to reflect on the experiences and the practices developed by research teams. Our use of the…

Computer Vision and Pattern Recognition · Computer Science 2024-04-17 Beatrice Couture , Farah Verret , Maxime Gohier , Dominique Deslandres

Our study utilizes deep learning methods for the automated transcription of late nineteenth- and early twentieth-century periodicals written in Arabic script Ottoman Turkish (OT) using the Transkribus platform. We discuss the historical…

Computation and Language · Computer Science 2020-11-03 Suphan Kirmizialtin , David Wrisley

This paper presents a use case exploring the application of the Archival Resource Key (ARK) persistent identifier for promoting and maintaining ontologies. In particular, we look at improving computation with an in-house ontology server in…

Digital Libraries · Computer Science 2021-03-30 Mat Kelly , Jane Greenberg , Christopher B. Rauch , Sam Grabus , Joan P. Boone , John A. Kunze , Peter Melville Logan

There is a widespread interest to digitize the precious information contained in the astronomical plate archives, both for the preservation of their content and for its fast distribution to all interested researchers in order to achieve…

Astrophysics · Physics 2009-11-10 C. Barbieri

Historical Document Processing is the process of digitizing written material from the past for future use by historians and other scholars. It incorporates algorithms and software tools from various subfields of computer science, including…

Computer Vision and Pattern Recognition · Computer Science 2020-09-14 James P. Philips , Nasseh Tabrizi

The CENDARI infrastructure is a research supporting platform designed to provide tools for transnational historical research, focusing on two topics: Medieval culture and World War I. It exposes to the end users modern web-based tools…

Historical handwritten text recognition (HTR) is essential for unlocking the cultural and scholarly value of archival documents, yet digitization is often hindered by scarce transcriptions, linguistic variation, and highly diverse…

Computer Vision and Pattern Recognition · Computer Science 2025-08-18 Erez Meoded

The Bavarian Academy of Sciences and Humanities aims to digitize its Medieval Latin Dictionary. This dictionary entails record cards referring to lemmas in medieval Latin, a low-resource language. A crucial step of the digitization process…

Computer Vision and Pattern Recognition · Computer Science 2023-08-21 Philipp Koch , Gilary Vera Nuñez , Esteban Garces Arias , Christian Heumann , Matthias Schöffel , Alexander Häberlin , Matthias Aßenmacher

This article focuses on the transcription of medieval manuscripts. Whereas problems of transcription have long interested medievalists, few workable options in the era of printed editions were available besides normalisation. The automation…

Digital Libraries · Computer Science 2024-08-07 Estelle Guéville , David Joseph Wrisley

This paper introduces TRIDIS (Tria Digita Scribunt), an open-source corpus of medieval and early modern manuscripts. TRIDIS aggregates multiple legacy collections (all published under open licenses) and incorporates large metadata…

Computation and Language · Computer Science 2025-04-18 Sergio Torres Aguilar

Handwritten Text Recognition (HTR) is an open problem at the intersection of Computer Vision and Natural Language Processing. The main challenges, when dealing with historical manuscripts, are due to the preservation of the paper support,…

Computer Vision and Pattern Recognition · Computer Science 2022-08-17 Silvia Cascianelli , Vittorio Pippi , Martin Maarand , Marcella Cornia , Lorenzo Baraldi , Christopher Kermorvant , Rita Cucchiara

In Codice Ratio is a research project to study tools and techniques for analyzing the contents of historical documents conserved in the Vatican Secret Archives (VSA). In this paper, we present our efforts to develop a system to support the…

Digital Libraries · Computer Science 2020-06-16 Donatella Firmani , Marco Maiorino , Paolo Merialdo , Elena Nieddu

The web is today's primary publication medium, making web archiving an important activity for historical and analytical purposes. Web pages are increasingly interactive, resulting in pages that are increasingly difficult to archive.…

Digital Libraries · Computer Science 2016-01-21 Justin F. Brunelle , Michele C. Weigle , Michael L. Nelson

The hardware for data archiving has expanded capacities for digital storage enormously in the past decade or more. This article charts the efforts of IUCr to facilitate discussions and plans relating to raw data archiving and reuse within…

Other Quantitative Biology · Quantitative Biology 2024-02-27 John R. Helliwell , James R. Hester , Loes Kroon-Batenburg , Brian McMahon , Selina L. S. Storm

HERITRACE is a data editor designed for galleries, libraries, archives and museums, aimed at simplifying data curation while enabling non-technical domain experts to manage data intuitively without losing its semantic integrity. While the…

Digital Libraries · Computer Science 2025-07-02 Arcangelo Massari , Silvio Peroni

This paper presents the first end-to-end pipeline for Handwritten Text Recognition (HTR) for Old Nepali, a historically significant but low-resource language. We adopt a line-level transcription approach and systematically explore…

Machine Learning · Computer Science 2026-04-29 Anjali Sarawgi , Esteban Garces Arias , Christof Zotter

We propose a new database for information extraction from historical handwritten documents. The corpus includes 5,393 finding aids from six different series, dating from the 18th-20th centuries. Finding aids are handwritten documents that…

Computer Vision and Pattern Recognition · Computer Science 2023-04-27 Solène Tarride , Mélodie Boillet , Jean-François Moufflet , Christopher Kermorvant

Optical Character Recognition (OCR) is crucial to the National Library of Norway's (NLN) digitisation process as it converts scanned documents into machine-readable text. However, for the S\'ami documents in NLN's collection, the OCR…

Computation and Language · Computer Science 2025-01-14 Tita Enstad , Trond Trosterud , Marie Iversdatter Røsok , Yngvil Beyer , Marie Roald
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