83 citations · 129 across the 12 of their papers we have counts for
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physics.geo-ph2018★ 83 cited
Classification of volcanic ash particles using a convolutional neural network and probability
Daigo Shoji, Rina Noguchi, Shizuka Otsuki +1
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 s…
physics.geo-ph2017
Shape recognition of volcanic ash by simple convolutional neural network
Daigo Shoji, Rina Noguchi
Shape analyses of tephra grains result in understanding eruption mechanism of volcanoes. However, we have to define and select parameter set such as convexity for the precise discr…