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Lossless Medical Image Compression by Using Difference Transform.

Authors :
Rojas-Hernández R
Díaz-de-León-Santiago JL
Barceló-Alonso G
Bautista-López J
Trujillo-Mora V
Salgado-Ramírez JC
Source :
Entropy (Basel, Switzerland) [Entropy (Basel)] 2022 Jul 08; Vol. 24 (7). Date of Electronic Publication: 2022 Jul 08.
Publication Year :
2022

Abstract

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.

Details

Language :
English
ISSN :
1099-4300
Volume :
24
Issue :
7
Database :
MEDLINE
Journal :
Entropy (Basel, Switzerland)
Publication Type :
Academic Journal
Accession number :
35885174
Full Text :
https://doi.org/10.3390/e24070951