Image decomposition method by topological features

Image decomposition method by topological features

A new method for decomposing an image into separate objects of interest is proposed in the article. The developed method is based on the use of persistent homology. A process of direct and reverse image transformation is shown. Following direct transformation, the original image is represented as a...

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Bibliographic Details
Main Authors: S.V. Eremeev, A.V. Abakumov, D.E. Andrianov, D.V. Titov
Format: Article
Language:English
Published: Samara National Research University 2022-12-01
Series:Компьютерная оптика
Subjects:
topological data analysis
persistent homology
barcode
topological features
connectivity components
image decomposition
low-frequency and high-frequency decomposition matrices
Online Access:https://computeroptics.ru/eng/KO/Annot/KO46-6/460612e.html

Internet

https://computeroptics.ru/eng/KO/Annot/KO46-6/460612e.html

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