Robust text line detection in historical documents: learning and evaluation methods

Text line segmentation is one of the key steps in historical document understanding. It is challenging due to the variety of fonts, contents, writing styles and the quality of documents that have degraded through the years. In this paper, we address the limitations that currently prevent people from...

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Bibliographic Details
Published in:	International journal on document analysis and recognition Vol. 25; no. 2; pp. 95 - 114
Main Authors:	Boillet, Mélodie, Kermorvant, Christopher, Paquet, Thierry
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2022 Springer Nature B.V Springer Verlag
Subjects:	Annotations Computer Science Datasets Documents Engineering Sciences Fonts Image Processing and Computer Vision Original Paper Pattern Recognition Segmentation Signal and Image processing Generic architecture Evaluation strategy Text line detection Historical documents Goal-directed evaluation Text line detection ; Historical documents;Generic architecture;Evaluation strategy ; Goal-directed evaluation
ISSN:	1433-2833, 1433-2825
Online Access:	Get full text
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