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Classification of volcanic ash particles using a convolutional neural network and probability

Analyses of volcanic ash are typically performed either by qualitatively classifying ash particles by eye or by quantitatively parameterizing its shape and texture. While complex shapes can be classified through qualitative analyses, the results are subjective due to the difficulty of categorizing c...

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Detalles Bibliográficos
Autores principales: Shoji, Daigo, Noguchi, Rina, Otsuki, Shizuka, Hino, Hideitsu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5970178/
https://www.ncbi.nlm.nih.gov/pubmed/29802305
http://dx.doi.org/10.1038/s41598-018-26200-2

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