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Towards Restoring Historic Documents Degraded Over Time
Lyon, France April 27-April 28
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DIAL.2006.43Second International Conference on Do ...
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Fadoua DRIRA, UMR 5205 du CNRS- INSA de LYON, France
Resorting to restoration techniques for heritage documents becomes an increasingly urgent need. In fact, these valuable resources for human being are subject to several types of degradations limiting their use. A proposed solution to this problem is the application of restoration techniques on the digital copy of the originally degraded document. This would improve human readability and allow further application of image processing techniques. Hence identzfiing a typology of dzferent types of image degradation is of primary concern for use in restoration techniques. Our main contributions in this paper are twofold. In the first instance, we propose a typology for diSferent types of degradation of old document images. Our proposed typology is lead by the type of image processing undertaken in the course of virtual restoration. The second contribution is to develop a restoration method treating specific document degradation: "ink bleed- through ': The proposed method is a non-supervised segmentation method. It is based on a recursive segmentation approach applied to the principal component analysis space. As an illustration, a scheme of "ink bleed-through" removal of the provided document images by the archive of "Chatillon-Chalaronne" is presented. Experiments conducted on these real ancient document images illustrate the eflectiveness of our proposed method.
Citation:
Fadoua DRIRA, "Towards Restoring Historic Documents Degraded Over Time," dial, pp.350-357, Second International Conference on Document Image Analysis for Libraries (DIAL'06), 2006
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