OCR-D: An end-to-end open source OCR framework for historical printed documents
OCR-D: An end-to-end open source OCR framework for historical printed documents
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OCR-D：历史印刷文档的端到端开源 OCR 框架
DOI：
10.1145/3322905.3322917
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发表时间：
2019
期刊：
影响因子：
--
通讯作者：
Volker
中科院分区：
文献类型：
--
作者：
Neudecker;Clemens;Baierer;Konstantin;Federbusch;Würzner;Kay-Michael;Boenig;Matthias;Herrmann;Hartmann;Volker
Various research projects were concerned with the development and adaptation of methods for OCR specifically for historical printed documents (cf. METAe [20], IMPACT [1], eMOP [9]). However, these initiatives have ended before the wide adoption of deep neural networks and, despite the various project's achievements, there remains a lack of OCR software that is a) comprehensive with regard to the challenges presented by the wide variety of historical documents and b) available as ready-to-use Free Software. The OCR-D project aims to rectify that.In this paper we introduce the background of OCR-D, the main challenges and shortcomings in the availability of open tools and resources for OCR of historical printed documents and discuss the various software modules and related components (repositories, workflows) that are being made available through OCR-D. Finally we provide an outlook to a number of remaining challenges that are not addressed by OCR-D and point out several examples for the positive community aspects arisen through the creation and sharing of open resources for historical German OCR.
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IMPACT：文本数字化能力中心
DOI：
--
发表时间：
2011
期刊：
The Hip
影响因子：
--
作者：
H. Balk;A. Conteh
通讯作者：
A. Conteh
对 ORed 历史文档进行无监督分析
影响因子：
8
作者：
Ulrich Reffle;Christoph Ringlstetter
通讯作者：
Christoph Ringlstetter
用于历史文档数字化和分析的实验性工作流程开发平台
DOI：
--
发表时间：
2011
期刊：
The Hip
影响因子：
--
作者：
Clemens Neudecker;S. Schlarb;Z. Dogan;P. Missier;Shoaib Sufi;Alan R. Williams;K. Wolstencroft
通讯作者：
K. Wolstencroft
DOI：
--
发表时间：
2018
期刊：
International Conference on Climate Informatics
影响因子：
--
作者：
Emilio Granell;Verónica Romero;C. Martínez
通讯作者：
C. Martínez
老德鲁克 OCR
影响因子：
--
作者：
Uwe Springmann
通讯作者：
Uwe Springmann