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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...
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/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. |
format | Online Article Text |
id | pubmed-9323066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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