Document image segmentation using discriminative learning over connected components
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Reflections on the INEX structure extraction competition
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Automatic localization of page segmentation errors
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Logical segmentation for article extraction in digitized old newspapers
Proceedings of the 2012 ACM symposium on Document engineering
Automatic localization and correction of line segmentation errors
Proceeding of the workshop on Document Analysis and Recognition
CONTENTUS--technologies for next generation multimedia libraries
Multimedia Tools and Applications
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This paper presents an objective comparative evalua-tion of layout analysis methods in realistic circumstances. It describes the Page Segmentation competition (modus operandi, dataset and evaluation methodology) held in the context of ICDAR2009 and presents the results of the evaluation of four submitted methods. Two state-of-the art methods are also compared as well as the three methods from the ICDA2007 Page Segmentation competition. The results indicate that although methods continue to mature, there is still a considerable need to develop robust methods that deal with everyday documents.