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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Shoji, Daigo, Noguchi, Rina, Otsuki, Shizuka, Hino, Hideitsu
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5970178/
https://ncbi.nlm.nih.gov/pubmed/29802305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-26200-2
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