We propose a system to process multispectral scans of double-sided documents. It can co-register any number of recto and verso channel maps, and reduce the bleed-through/show-through distortions by exploiting blind source separation. From RGB scans, it is also able to recover the original colors, thus improving the readability of a document while maintaining its original appearance. The recto and verso patterns obtained can then be further analyzed. Many approaches to this problem are based on single-channel or multichannel recto-verso scans. In any case, getting rid of the unwanted interferences is a challenging problem. All the methods relying on pixel intensities, such as the one presented here, need a very accurate co-registration, and this is difficult for recto-verso pairs since the relevant information is often very sparse.

Registration and enhancement of double-sided degraded manuscripts acquired in multispectral modality

Tonazzini A;Salerno E
2009

Abstract

We propose a system to process multispectral scans of double-sided documents. It can co-register any number of recto and verso channel maps, and reduce the bleed-through/show-through distortions by exploiting blind source separation. From RGB scans, it is also able to recover the original colors, thus improving the readability of a document while maintaining its original appearance. The recto and verso patterns obtained can then be further analyzed. Many approaches to this problem are based on single-channel or multichannel recto-verso scans. In any case, getting rid of the unwanted interferences is a challenging problem. All the methods relying on pixel intensities, such as the one presented here, need a very accurate co-registration, and this is difficult for recto-verso pairs since the relevant information is often very sparse.
2009
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Inglese
Oriol Ramos, Dimosthenis Karatzas
10th International Conference on Document Analysis and Recognition
546
550
978-0-7695-3725-2
http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=5277472&isYear=2009&count=288&page=4&ResultStart=100
IEEE
New York
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
26-29 luglio 2009
Barcelona, Spagna
Image enhancement
Image registration
Binarization
Ancient documents
2
restricted
Tonazzini A.; Bianco G.; Salerno E.
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/62345
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