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

Journals >Spectroscopy and Spectral Analysis >Volume 42 >Issue 3 >Page 873 > Article

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

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

Qing-lin TIAN^1、*, Bang-jie GUO^1、1;, Fa-wang YE^1、1;, Yao LI^2、2;, Peng-fei LIU^1、1;, and Xue-jiao CHEN^1、1;

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

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 Copy Citation Text

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References

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

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

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

[10] C Chen L, G Papandreou, I Kokkinos 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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