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Computer Optics, 2022, Volume 46, Issue 3, Pages 492–505
DOI: https://doi.org/10.18287/2412-6179-CO-1052
(Mi co1039)
 

NUMERICAL METHODS AND DATA ANALYSIS

Reversible integer approximation of color space transforms for lossless compression of big color raster data

A. E. Khmel'nov

Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences, Irkutsk
Abstract: Reversible integer transforms are or great importance for lossless compression algorithms. To perform reversible decorrelation of color channels we propose an algorithm for calculating parameters of a reversible integer transform, which approximates such continuous mappings as a discrete Karunen-Loeve transform. We propose a method for estimating the approximation errors, which makes it possible to choose an optimal approximation of the original transform that minimizes these errors. Using the MRG file format, intended for storing large amounts of integer raster data, as an example, we show that after applying decorrelation, it is possible to increase the compression ratio of multichannel raster images using lossless compression algorithms.
Keywords: decorrelation, reversible integer transform, lossless compression, data-specific compression algorithms
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation 075-15-2020-787
The work was supported by the Ministry of Science and Higher Education of the Russian Federation within a framework of major scientific projects in priority areas of scientific and technological development under grant No. 075-15-2020-787 (the project "Fundamentals, methods and technologies for digital monitoring and forecasting of the environmental situation on the Baikal natural territory").
Received: 21.09.2021
Accepted: 09.02.2022
Document Type: Article
Language: Russian
Citation: A. E. Khmel'nov, “Reversible integer approximation of color space transforms for lossless compression of big color raster data”, Computer Optics, 46:3 (2022), 492–505
Citation in format AMSBIB
\Bibitem{Khm22}
\by A.~E.~Khmel'nov
\paper Reversible integer approximation of color space transforms for lossless compression of big color raster data
\jour Computer Optics
\yr 2022
\vol 46
\issue 3
\pages 492--505
\mathnet{http://mi.mathnet.ru/co1039}
\crossref{https://doi.org/10.18287/2412-6179-CO-1052}
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