Intelligent Lithology Identification Based on Transfer Learning of Rock Hyperspectral Images

LI Shan; LIN Peng; XU Zhen-hao; XIANG Hang; LI Qian-ji

doi:10.3964/j.issn.1000-0593(2025)08-2289-13

Spectroscopy and Spectral Analysis, Volume. 45, Issue 8, 2289(2025)

Intelligent Lithology Identification Based on Transfer Learning of Rock Hyperspectral Images

LI Shan^1,2,3, LIN Peng^1,2,3, XU Zhen-hao^1,2,3、*, XIANG Hang^1,2,3, and LI Qian-ji^1,2,3

Author Affiliations

¹School of Qilu Transportation, Shandong University, Jinan　250061, China

²State Key Laboratory for Tunnel Engineering, Jinan　250061, China

³Institute of Geotechnical and Underground Engineering, Shandong University, Jinan　250061, China

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LI Shan, LIN Peng, XU Zhen-hao, XIANG Hang, LI Qian-ji. Intelligent Lithology Identification Based on Transfer Learning of Rock Hyperspectral Images[J]. Spectroscopy and Spectral Analysis, 2025, 45(8): 2289

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Paper Information

Received: Nov. 11, 2024

Accepted: Sep. 5, 2025

Published Online: Sep. 5, 2025

The Author Email: XU Zhen-hao (zhenhao_xu@sdu.edu.cn)

DOI:10.3964/j.issn.1000-0593(2025)08-2289-13

Topics

laser devices and laser physics

Lasers and Laser Optics

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laser manufacturing

Instrumentation, Measurement and Metrology