SHN: rock image classification and feature visualization using multiple granularity spatial disorder hierarchical residual network

The automated classification of rock images is of paramount importance in geological analysis, as it serves as the foundational criterion for the categorization of rock lithology. Despite recent advancements in leveraging deep learning technologies to enhance the efficiency and precision of image cl...

Full description

Bibliographic Details
Main Authors: Jian Zhang, Maoyi Liu, Jingjing Guo, Daifeng Wu, Mingzhen Wang, Shenhai Zheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-07-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2024.1364209/full