Mineral Spectra Classification Based on One-Dimensional Dilated Convolutional Neural Network

Qing-lin TIAN; Bang-jie GUO; Fa-wang YE; Yao LI; Peng-fei LIU; Xue-jiao CHEN

doi:10.3964/j.issn.1000-0593(2022)03-0873-05

Spectroscopy and Spectral Analysis, Volume. 42, Issue 3, 873(2022)

Mineral Spectra Classification Based on One-Dimensional Dilated Convolutional Neural Network

Qing-lin TIAN1,*... Bang-jie GUO1,1;, Fa-wang YE1,1;, Yao LI2,2;, Peng-fei LIU1,1; and Xue-jiao CHEN1,1; |Show fewer author(s)

Author Affiliations

¹1. National Key Laboratory of Remote Sensing Information and Image Analysis Technology, Beijing Research Institute of Uranium Geology, Beijing 100029, China

²2. Zachry Department of Civil and Environmental Engineering, Texas A&M University, Texas 77843, USA

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References(5)

[3] Y Cheng F, M Jia G, F Yang J et al. Chinese Journal of Aeronautics, 31, 2280(2018).

[4] C Sun Y, X Yu M, F Zhu B et al. Neurocomputing, 378, 270(2020).

[5] B Kingsbury, N Sainath T, G Saon et al. Neural Networks, 64, 39(2015).

[6] J Gu, J Kuen, Z Wang et al. Pattern Rocognition, 77, 354(2018).

[10] C Chen L, I Kokkinos, G Papandreou et al. Deaplab: Semantic Image Sengmentation With Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs, IEEE Transactions on Pattern Analysis and Machine Intelligence(2018).

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Qing-lin TIAN, Bang-jie GUO, Fa-wang YE, Yao LI, Peng-fei LIU, Xue-jiao CHEN. Mineral Spectra Classification Based on One-Dimensional Dilated Convolutional Neural Network[J]. Spectroscopy and Spectral Analysis, 2022, 42(3): 873

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Paper Information

Category: Orginal Article

Received: Feb. 26, 2021

Accepted: Jun. 15, 2021

Published Online: Apr. 19, 2022

The Author Email: TIAN Qing-lin (736924158@qq.com)

DOI:10.3964/j.issn.1000-0593(2022)03-0873-05

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology

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