Some Equivalence Relation between Persistent Homology and Morphological Dynamics

نویسندگان

چکیده

In mathematical morphology, connected filters based on dynamics are used to filter the extrema of an image. Similarly, persistence is a concept coming from persistent homology and Morse theory that represents stability function. Since these two concepts seem be closely related, in this paper we examine their relationship, prove they equal n-D functions, $$n\ge 1$$ . More exactly, pairing minimum with 1-saddle by or same leads exactly pairing, assuming critical values studied function unique. This result step further show how much topological data analysis morphology paving way for more in-depth study relations between research fields.

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ژورنال

عنوان ژورنال: Journal of Mathematical Imaging and Vision

سال: 2022

ISSN: ['0924-9907', '1573-7683']

DOI: https://doi.org/10.1007/s10851-022-01104-z