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Lossless Medical Image Compression by Using Difference Transform

This paper introduces a new method of compressing digital images by using the Difference Transform applied in medical imaging. The Difference Transform algorithm performs the decorrelation process of image data, and in this way improves the encoding process, achieving a file with a smaller size than...

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Detalles Bibliográficos
Autores principales: Rojas-Hernández, Rafael, Díaz-de-León-Santiago, Juan Luis, Barceló-Alonso, Grettel, Bautista-López, Jorge, Trujillo-Mora, Valentin, Salgado-Ramírez, Julio César
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323066/
https://www.ncbi.nlm.nih.gov/pubmed/35885174
http://dx.doi.org/10.3390/e24070951
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author Rojas-Hernández, Rafael
Díaz-de-León-Santiago, Juan Luis
Barceló-Alonso, Grettel
Bautista-López, Jorge
Trujillo-Mora, Valentin
Salgado-Ramírez, Julio César
author_facet Rojas-Hernández, Rafael
Díaz-de-León-Santiago, Juan Luis
Barceló-Alonso, Grettel
Bautista-López, Jorge
Trujillo-Mora, Valentin
Salgado-Ramírez, Julio César
author_sort Rojas-Hernández, Rafael
collection PubMed
description This paper introduces a new method of compressing digital images by using the Difference Transform applied in medical imaging. The Difference Transform algorithm performs the decorrelation process of image data, and in this way improves the encoding process, achieving a file with a smaller size than the original. The proposed method proves to be competitive and in many cases better than the standards used for medical images such as TIFF or PNG. In addition, the Difference Transform can replace other transforms like Cosine or Wavelet.
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spelling pubmed-93230662022-07-27 Lossless Medical Image Compression by Using Difference Transform Rojas-Hernández, Rafael Díaz-de-León-Santiago, Juan Luis Barceló-Alonso, Grettel Bautista-López, Jorge Trujillo-Mora, Valentin Salgado-Ramírez, Julio César Entropy (Basel) Article This paper introduces a new method of compressing digital images by using the Difference Transform applied in medical imaging. The Difference Transform algorithm performs the decorrelation process of image data, and in this way improves the encoding process, achieving a file with a smaller size than the original. The proposed method proves to be competitive and in many cases better than the standards used for medical images such as TIFF or PNG. In addition, the Difference Transform can replace other transforms like Cosine or Wavelet. MDPI 2022-07-08 /pmc/articles/PMC9323066/ /pubmed/35885174 http://dx.doi.org/10.3390/e24070951 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
Rojas-Hernández, Rafael
Díaz-de-León-Santiago, Juan Luis
Barceló-Alonso, Grettel
Bautista-López, Jorge
Trujillo-Mora, Valentin
Salgado-Ramírez, Julio César
Lossless Medical Image Compression by Using Difference Transform
title Lossless Medical Image Compression by Using Difference Transform
title_full Lossless Medical Image Compression by Using Difference Transform
title_fullStr Lossless Medical Image Compression by Using Difference Transform
title_full_unstemmed Lossless Medical Image Compression by Using Difference Transform
title_short Lossless Medical Image Compression by Using Difference Transform
title_sort lossless medical image compression by using difference transform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323066/
https://www.ncbi.nlm.nih.gov/pubmed/35885174
http://dx.doi.org/10.3390/e24070951
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