Handwritten stenography recognition and the LION dataset Handwritten stenography recognition and the LION dataset

In this paper, we establish the first baseline for handwritten stenography recognition, using the novel LION dataset, and investigate the impact of including selected aspects of stenographic theory into the recognition process. We make the LION dataset publicly available with the aim of encouraging...

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Veröffentlicht in:	International journal on document analysis and recognition Jg. 28; H. 1; S. 3 - 18
Hauptverfasser:	Heil, Raphaela, Nauwerck, Malin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2025 Springer Nature B.V
Schlagworte:	Computer Science Computerized Image Processing Creative process Crowdsourcing Cultural heritage Datasets Datoriserad bildbehandling Deep learning Digital humanities Errors Handwriting Handwriting recognition Image Processing and Computer Vision Lindgren, Astrid (1907-2002) Neural networks Novels Original Paper Pattern Recognition Synthetic data Writing Handwritten text recognition Stenography Shorthand Text encoding
ISSN:	1433-2833, 1433-2825, 1433-2825
Online-Zugang:	Volltext
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