Topological data analysis with digital microscope leather images for animal species classification

This study presents a method for classifying cow and horse leather using a small number of digital microscope images and topological data analysis. In this method, hair pore coordinates in the images are used as essential information for classification. First, the coordinates were semiautomatically...

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Veröffentlicht in:	Collagen and Leather Jg. 7; H. 1; S. 1 - 15
Hauptverfasser:	Ehiro, Takuya, Onji, Takeshi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Singapore Springer Nature Singapore 01.12.2025 SpringerOpen
Schlagworte:	Animal species classification Chemistry and Materials Science Lifetime Machine learning Materials Engineering Materials Science Persistent homology Topological data analysis Animal species classification Lifetime Persistent homology Topological data analysis Machine learning
ISSN:	2097-1419, 2731-6998
Online-Zugang:	Volltext
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