Recognizing Multiple Types of Rocks Quickly and Accurately Based on Lightweight CNNs Model

Recognizing Multiple Types of Rocks Quickly and Accurately Based on Lightweight CNNs Model

The recognition and classification of rock lithology is an extremely important task of geological surveys. This paper proposes a new method for quickly identifying multiple types of rocks suitable for geological survey work field. Based on the two lightweight convolutional neural networks (CNNs), Sq...

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Bibliographic Details
Main Authors: Guangpeng Fan, Feixiang Chen, Danyu Chen, Yanqi Dong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Geological survey
lightweight convolutional neural networks
multiple types
rock recognition
Online Access:https://ieeexplore.ieee.org/document/9042306/

Internet

https://ieeexplore.ieee.org/document/9042306/

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