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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
Descripción
Sumario: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.