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Volumn 2015-December, Issue , 2015, Pages 2591-2595

Hyperspectral classification via learnt features

Author keywords

Deep learning; hyperspectral image classification; remote sensing; stacked denoising autoencoders (SdA); superpixel

Indexed keywords


EID: 84956603880     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2015.7351271     Document Type: Conference Paper
Times cited : (11)

References (21)
  • 1
    • 85032751634 scopus 로고    scopus 로고
    • Advances in hyperspectral image clas-sification: Earth monitoring with statistical learning methods
    • Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, and Jn Atli Benediktsson, "Advances in hyperspectral image clas-sification: Earth monitoring with statistical learning methods, " IEEE Signal Processing Magazine, vol. 31, no. 1, pp. 45-54, 2014.
    • (2014) IEEE Signal Processing Magazine , vol.31 , Issue.1 , pp. 45-54
    • Camps-Valls, G.1    Tuia, D.2    Bruzzone, L.3    Atli Benediktsson, J.4
  • 7
    • 84890858894 scopus 로고    scopus 로고
    • Hy-perspectral imagery classification based on rotation-invariant spectral-spatial feature
    • Chao Tao, Yuqi Tang, Chong Fan, and Zhengron Zou, "Hy-perspectral imagery classification based on rotation-invariant spectral-spatial feature, " IEEE Geoscience and Remote Sens-ing Letters, vol. 11, no. 5, pp. 980-984, 2014.
    • (2014) IEEE Geoscience and Remote Sens-ing Letters , vol.11 , Issue.5 , pp. 980-984
    • Tao, C.1    Tang, Y.2    Fan, C.3    Zou, Z.4
  • 9
    • 77952616442 scopus 로고    scopus 로고
    • Bayesian estimation of linear mixtures using the normal compositional model application to hyperspectral imagery
    • Olivier Eches, Nicolas Dobigeon, Corinne Mailhes, and Jean-Yves Tourneret, "Bayesian estimation of linear mixtures using the normal compositional model. application to hyperspectral imagery, " IEEE Transactions on Image Processing, vol. 19, no. 6, pp. 1403-1413, 2010.
    • (2010) IEEE Transactions on Image Processing , vol.19 , Issue.6 , pp. 1403-1413
    • Eches, O.1    Dobigeon, N.2    Mailhes, C.3    Tourneret, J.4
  • 10
    • 41849112041 scopus 로고    scopus 로고
    • Customizing kernel functions for SVM-based hyper-spectral image classification
    • Baofeng Guo, Steve R. Gunn, R. I. Damper, and James D. B. Nelson, "Customizing kernel functions for svm-based hyper-spectral image classification, " IEEE Transactions on Image Processing, vol. 17, no. 4, pp. 622-629, 2008.
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.4 , pp. 622-629
    • Guo, B.1    Gunn, S.R.2    Damper, R.I.3    Nelson, B.J.D.4
  • 12
    • 85032751896 scopus 로고    scopus 로고
    • Hyperspectral image data analysis
    • David Landgrebe, "Hyperspectral image data analysis, " IEEE Signal Processing Magazine, vol. 19, no. 1, pp. 17-28, 2002.
    • (2002) IEEE Signal Processing Magazine , vol.19 , Issue.1 , pp. 17-28
    • Landgrebe, D.1
  • 16
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoen-coders: Learning useful representations in a deep network with a local denoising criterion
    • Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Ben-gio, and Pierre-Antoine Manzagol, "Stacked denoising autoen-coders: Learning useful representations in a deep network with a local denoising criterion, " Journal of Machine Learning Re-search, vol. 11, pp. 3371-3408, 2010.
    • (2010) Journal of Machine Learning Re-search , vol.11 , pp. 3371-3408
    • Vincent, P.1    Larochelle, H.2    Lajoie, I.3    Ben-Gio, Y.4    Manzagol, P.5
  • 20
    • 78649843439 scopus 로고    scopus 로고
    • Extended profiles with morphological at-tribute filters for the analysis of hyperspectral data
    • Mauro Dalla Mura, Jon Atli Benediktsson, Bjorn Waske, and Lorenzo Bruzzone, "Extended profiles with morphological at-tribute filters for the analysis of hyperspectral data, " Interna-tional Journal of Remote Sensing, vol. 31, no. 22, pp. 5975-5991, 2010.
    • (2010) Interna-tional Journal of Remote Sensing , vol.31 , Issue.22 , pp. 5975-5991
    • Dalla Mura, M.1    Atli Benediktsson, J.2    Waske, B.3    Bruzzone, L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.