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Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization
The intrinsic features of documents, such as paper color, texture, aging, translucency, the kind of printing, typing or handwriting, etc., are important with regard to how to process and enhance their image. Image binarization is the process of producing a monochromatic image having its color versio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605283/ https://www.ncbi.nlm.nih.gov/pubmed/36286366 http://dx.doi.org/10.3390/jimaging8100272 |
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author | Lins, Rafael Dueire Bernardino, Rodrigo Barboza, Ricardo da Silva De Oliveira, Raimundo Correa |
author_facet | Lins, Rafael Dueire Bernardino, Rodrigo Barboza, Ricardo da Silva De Oliveira, Raimundo Correa |
author_sort | Lins, Rafael Dueire |
collection | PubMed |
description | The intrinsic features of documents, such as paper color, texture, aging, translucency, the kind of printing, typing or handwriting, etc., are important with regard to how to process and enhance their image. Image binarization is the process of producing a monochromatic image having its color version as input. It is a key step in the document processing pipeline. The recent Quality-Time Binarization Competitions for documents have shown that no binarization algorithm is good for any kind of document image. This paper uses a sample of the texture of the scanned historical documents as the main document feature to select which of the 63 widely used algorithms, using five different versions of the input images, totaling 315 document image-binarization schemes, provides a reasonable quality-time trade-off. |
format | Online Article Text |
id | pubmed-9605283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96052832022-10-27 Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization Lins, Rafael Dueire Bernardino, Rodrigo Barboza, Ricardo da Silva De Oliveira, Raimundo Correa J Imaging Article The intrinsic features of documents, such as paper color, texture, aging, translucency, the kind of printing, typing or handwriting, etc., are important with regard to how to process and enhance their image. Image binarization is the process of producing a monochromatic image having its color version as input. It is a key step in the document processing pipeline. The recent Quality-Time Binarization Competitions for documents have shown that no binarization algorithm is good for any kind of document image. This paper uses a sample of the texture of the scanned historical documents as the main document feature to select which of the 63 widely used algorithms, using five different versions of the input images, totaling 315 document image-binarization schemes, provides a reasonable quality-time trade-off. MDPI 2022-10-05 /pmc/articles/PMC9605283/ /pubmed/36286366 http://dx.doi.org/10.3390/jimaging8100272 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lins, Rafael Dueire Bernardino, Rodrigo Barboza, Ricardo da Silva De Oliveira, Raimundo Correa Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title | Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title_full | Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title_fullStr | Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title_full_unstemmed | Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title_short | Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization |
title_sort | using paper texture for choosing a suitable algorithm for scanned document image binarization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605283/ https://www.ncbi.nlm.nih.gov/pubmed/36286366 http://dx.doi.org/10.3390/jimaging8100272 |
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