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Volumn 2016-November, Issue , 2016, Pages 5067-5070

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification

Author keywords

Convolutional Neural Networks; deep learning; hyperspectral classification

Indexed keywords


EID: 85007420689     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2016.7730321     Document Type: Conference Paper
Times cited : (71)

References (14)
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    • Melgani, F.1    Bruzzone, L.2
  • 2
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    • Camps-Valls, G.1    Bruzzone, L.2
  • 3
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    • Hyperspec-tral image classification using dictionary-based sparse representation
    • Y. Chen, N. M. Nasrabadi, and T. D. Tran, "Hyperspec-tral image classification using dictionary-based sparse representation," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 10, pp. 3973-3985, 2011
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.10 , pp. 3973-3985
    • Chen, Y.1    Nasrabadi, N.M.2    Tran, T.D.3
  • 4
    • 84906948361 scopus 로고    scopus 로고
    • Collaborative-representation-based nearest neighbor classifier for hy-perspectral imagery
    • W. Li, Q. Du, F. Zhang, and W. Hu, "Collaborative-representation-based nearest neighbor classifier for hy-perspectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 12, no. 2, pp. 389-393, 2015
    • (2015) IEEE Geosci. Remote Sens. Lett. , vol.12 , Issue.2 , pp. 389-393
    • Li, W.1    Du, Q.2    Zhang, F.3    Hu, W.4
  • 6
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    • A technique for the s-election of kernel-function parameters in rbf neural networks for classification of remote-sensing images
    • L. Bruzzone and D. Prieto, "A technique for the s-election of kernel-function parameters in rbf neural networks for classification of remote-sensing images," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 2, pp. 1179-1184, 1999
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.2 , pp. 1179-1184
    • Bruzzone, L.1    Prieto, D.2
  • 8
    • 84939141053 scopus 로고    scopus 로고
    • Deep convolutional neural networks for hyperspectral image classification
    • W. Hu, Y. Huang, W. Li, F. Zhang, and H. Li, "Deep convolutional neural networks for hyperspectral image classification," Journal of Sensors, vol. 501, pp. 258619, 2015
    • (2015) Journal of Sensors , vol.501 , pp. 258619
    • Hu, W.1    Huang, Y.2    Li, W.3    Zhang, F.4    Li, H.5
  • 13
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    • Joint within-class collaborative repre-sentation for hyperspectral image classification
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    • Li, W.1    Du, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.