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;|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

show less

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

show less

References

[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).

Download Citation

Save the article for my favorites

Paper Information

微信扫一扫：分享

微信扫一扫：分享