Assessing the possibility of using the method of image decomposition based on topological features to reduce entropy during their compression

Assessing the possibility of using the method of image decomposition based on topological features to reduce entropy during their compression

The rapid increase in the volume of visual information on the internet stimulates the improvement and search for new approaches to solving the problem of image compression. One of the important characteristics in the field of image processing, in particular in matters of compression, is entropy. T...

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Bibliographic Details
Main Authors: Artyom V. Abakumov, Sergey V. Eremeev
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2023-12-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
image decomposition
topological analysis
entropy
lossy compression
image quality assessment
Online Access:https://ntv.ifmo.ru/file/article/22496.pdf

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