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Gerace I., Palumba C., Tonazzini A. An inpainting technique based on regularization to remove bleed-through from ancient documents. In: IWCIM 2016 - International Workshop on Computational Intelligence for Multimedia Understanding (Reggio Calabria, Italy, 27-28 October 2016). Proceedings, article n. 07801177. IEEE, 2016.
 
 
Abstract
(English)
In the techniques proposed so far to remove bleed-through from digital images of ancient documents, two critical aspects are the identification of the occlusion areas, i.e. those pixels where the bleed-through pattern overlaps with the main foreground text, and the inpainting of the areas to be removed with a pattern that is in continuity with the surrounding background, often inhomogeneous due to paper texture or noise. In this paper we propose a new method for bleed-through removal that aims at solving both the aforementioned issues. The method first exploits information from the accurately registered images of the manuscript recto and verso to locate, in each side, the pixels corresponding to the interfering text, no matter if they are pure bleed-through or occlusion pixels. Then, processing separately the two sides, the identified areas are filled in by interpolating, through a suitable regularization model, the surrounding regions. We show the promising results obtained with this method on manuscripts affected by a very strong bleed-through.
URL: http://ieeexplore.ieee.org/document/7801177/
DOI: 10.1109/IWCIM.2016.7801177
Subject Document image enhancement
Bleedthrough removal
Image regularization
Local smoothness
I.4.3 IMAGE PROCESSING AND COMPUTER VISION. Enhancement
I.7.5 DOCUMENT AND TEXT PROCESSING. Document Capture. Document analysis


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