A Novel Method of Multitype Hybrid Rock Lithology Classification Based on Convolutional Neural Networks

A Novel Method of Multitype Hybrid Rock Lithology Classification Based on Convolutional Neural Networks

Rock lithology recognition plays a fundamental role in geological survey research, mineral resource exploration, mining engineering, etc. However, the objectivity of researchers, rock variable natures, and tedious experimental processes make it difficult to ensure the accurate and effective identifi...

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Bibliographic Details
Main Authors: Diyuan Li, Junjie Zhao, Zida Liu
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
rock lithology
convolutional neural networks
data augmentation
classification
detection
Online Access:https://www.mdpi.com/1424-8220/22/4/1574

Internet

https://www.mdpi.com/1424-8220/22/4/1574

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