Sparse representation based inpainting for the restoration of document images affected by bleed-through

Hanif M., Tonazzini A., Savino P., Salerno E.

ancient documents restoration.  Sparse representation  Ancient documents restoration  Bleed-through image restoration  Dictionary learning 

Bleed-through is a commonly encountered degradation in ancient printed documents and manuscripts, which severely impair their readability. Digital image restoration techniques can be effective to remove or significantly reduce this degradation. In bleed-through document image restoration the main issue is to identify the bleed-through pixels and replace them with appropriate values, in accordance to their surroundings. In this paper, we propose a two stage method, where a pair of properly registered images of the document recto and verso is first used to locate the bleed-through pixels in each side, and then a sparse representation based image inpainting technique is used to fill-in the bleed-through areas according to the neighbourhood, in such a way to preserve the original appearance of the document. The advantages of the proposed inpainting technique over state-of-the-art methods are illustrated by the improvement in the visual results.

Source: Proceedings (MDPI) 2 (2018). doi:10.3390/proceedings2020093

Publisher: MDPI, Basel, Svizzera

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