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Volumn 2016-November, Issue , 2016, Pages 3282-3285

Hyperspectral image classification with small training set by deep network and relative distance prior

Author keywords

Deep learning; Hyperspectral image; Supervised classification

Indexed keywords


EID: 85007508508     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2016.7729849     Document Type: Conference Paper
Times cited : (16)

References (8)
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    • (2015) IEEE Trans. Geosci. Remote Sensing , vol.53 , Issue.1 , pp. 70-84
    • Xue, Z.1    Li, J.2    Cheng, L.3    Du, P.4
  • 2
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    • Multimodal classification of remote sensing images: A review and future directions
    • Luis Gómez-Chova, Devis Tuia, Gabriele Moser, and Gustau Camps-Valls, "Multimodal classification of remote sensing images: A review and future directions, " Proc. IEEE, vol. 103, no. 9, pp. 1560-1584, 2015.
    • (2015) Proc. IEEE , vol.103 , Issue.9 , pp. 1560-1584
    • Gómez-Chova, L.1    Tuia, D.2    Moser, G.3    Camps-Valls, G.4
  • 3
    • 84906784183 scopus 로고    scopus 로고
    • Kernel collaborative representation with tikhonov regularization for hyperspectral image classification
    • Wei Li, Qian Du, and Mingming Xiong, "Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification, " IEEE Geosci. Remote Sens. Lett., vol. 12, no. 1, pp. 48-52, 2015.
    • (2015) IEEE Geosci. Remote Sens. Lett. , vol.12 , Issue.1 , pp. 48-52
    • Li, W.1    Du, Q.2    Xiong, M.3
  • 4
    • 84901201294 scopus 로고    scopus 로고
    • Joint collaborative representation with multitask learning for hyperspectral image classification
    • Jiayi Li, Hongyan Zhang, Liangpei Zhang, Xin Huang, and Lefei Zhang, "Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification, " IEEE Trans. Geosci. Remote Sensing, vol. 52, no. 9, pp. 5923-5936, 2014.
    • (2014) IEEE Trans. Geosci. Remote Sensing , vol.52 , Issue.9 , pp. 5923-5936
    • Li, J.1    Zhang, H.2    Zhang, L.3    Huang, X.4    Zhang, L.5
  • 5
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    • Hyperspectral image classification using band selection and morphological profiles
    • Kun Tan, Erzhu Li, Qian Du, and Peijun Du, "Hyperspectral Image Classification Using Band Selection and Morphological Profiles, " IEEE J. Sel. Top. Appl. Earth Obs. Remote Sensing, vol. 7, no. 1, pp. 40-48, 2014.
    • (2014) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sensing , vol.7 , Issue.1 , pp. 40-48
    • Tan, K.1    Li, E.2    Du, Q.3    Du, P.4
  • 7
    • 84938339675 scopus 로고    scopus 로고
    • Hyperspectral image classification via contextual deep learning
    • Xiaorui Ma, Jie Geng, and Hongyu Wang, "Hyperspectral image classification via contextual deep learning, " EURASIP Journal on Image and Video Processing, vol. 2015, no. 1, pp. 1-12, 2015.
    • (2015) EURASIP Journal on Image and Video Processing , vol.2015 , Issue.1 , pp. 1-12
    • Ma, X.1    Geng, J.2    Wang, H.3
  • 8
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    • Deep learning
    • Yann LeCun, Yoshua Bengio, and Geoffrey Hinton, "Deep learning, " Nature, vol. 521, no. 7553, pp. 436-444, 2015.
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    • LeCun, Y.1    Bengio, Y.2    Hinton, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.