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Flow estimation solely from image data through persistent homology analysis

Topological data analysis is an emerging concept of data analysis for characterizing shapes. A state-of-the-art tool in topological data analysis is persistent homology, which is expected to summarize quantified topological and geometric features. Although persistent homology is useful for revealing...

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Detalles Bibliográficos
Autores principales: Suzuki, Anna, Miyazawa, Miyuki, Minto, James M., Tsuji, Takeshi, Obayashi, Ippei, Hiraoka, Yasuaki, Ito, Takatoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429714/
https://www.ncbi.nlm.nih.gov/pubmed/34504173
http://dx.doi.org/10.1038/s41598-021-97222-6