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Object detection in SEM images using CNN: Geological application on size distribution of pyrites in Mudrocks

Published online by Cambridge University Press:  22 July 2022

Artur Davletshin ,
Lucy Tingwei Ko ,
Kitty Milliken ,
Priyanka Periwal ,
Chung-Che Wang  and
Wen Song
Artur Davletshin
Affiliation:
Department of Petroleum and Geosystems Engineering, University of Texas at Austin, Austin, TX, USA
Lucy Tingwei Ko
Affiliation:
Bureau of Economic Geology, University of Texas at Austin, Austin, TX, USA
Kitty Milliken
Affiliation:
Bureau of Economic Geology, University of Texas at Austin, Austin, TX, USA
Priyanka Periwal*
Affiliation:
Bureau of Economic Geology, University of Texas at Austin, Austin, TX, USA
Chung-Che Wang
Affiliation:
Bureau of Economic Geology, University of Texas at Austin, Austin, TX, USA
Wen Song
Affiliation:
Department of Petroleum and Geosystems Engineering, University of Texas at Austin, Austin, TX, USA
*
*Corresponding author: priyanka.periwal@beg.utexas.edu

Abstract

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Type
On Demand - Microscopy and Education
Information
Microscopy and Microanalysis , Volume 28 , Supplement S1 , August 2022 , pp. 2964 - 2965
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Copyright
Copyright © Microscopy Society of America 2022

References

Wilkin, et al. , Geochem. Cosmochim. Acta, 60 1996, 3897-391210.1016/0016-7037(96)00209-8CrossRefGoogle Scholar
Bihani, et al. , Computers and Geosciences, 158 2022, 10495210.1016/j.cageo.2021.104952CrossRefGoogle Scholar