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Volumn 2015-June, Issue , 2015, Pages

Representation-based classification for hyperspectral imagery: An elastic net regularization approach

Author keywords

collaborative representation; Elastic Net; Hyperspectral classification; sparse representation

Indexed keywords

IMAGE CLASSIFICATION; SPECTROSCOPY;

EID: 85039159008     PISSN: 21586276     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2015.8075436     Document Type: Conference Paper
Times cited : (1)

References (10)
  • 2
    • 84859784358 scopus 로고    scopus 로고
    • Locality-preserving dimensionality reduction and classification for hyperspectral image analysis
    • April
    • W. Li, S. Prasad, J. E. Fowler, L. M. Bruce, Locality-preserving dimensionality reduction and classification for hyperspectral image analysis. IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 4, pp. 1185-1198, April 2012.
    • (2012) IEEE Transactions On Geoscience and Remote Sensing , vol.50 , Issue.4 , pp. 1185-1198
    • Li, W.1    Prasad, S.2    Fowler, J.E.3    Bruce, L.M.4
  • 3
    • 84861338885 scopus 로고    scopus 로고
    • A fast and robust sparse approach for hyperspectral data classification using a few labeled samples
    • June
    • Q. Sami ul Haq, L. Tao, F. Sun, S. Yang, A fast and robust sparse approach for hyperspectral data classification using a few labeled samples. IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 6, pp. 2287-2302, June 2012.
    • (2012) IEEE Transactions On Geoscience and Remote Sensing , vol.50 , Issue.6 , pp. 2287-2302
    • Haq, Q.S.1    Tao, L.2    Sun, F.3    Yang, S.4
  • 4
    • 80053571096 scopus 로고    scopus 로고
    • Hyperspectral image classification using dictionary-based sparse representation
    • October
    • Y. Chen, N. M. Nasrabadi, T. D. Tran, Hyperspectral image classification using dictionary-based sparse representation. IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 10, pp. 3973-3985, October 2011.
    • (2011) IEEE Transactions On Geoscience and Remote Sensing , vol.49 , Issue.10 , pp. 3973-3985
    • Chen, Y.1    Nasrabadi, N.M.2    Tran, T.D.3
  • 5
    • 84863011302 scopus 로고    scopus 로고
    • Sparse representation or collaborative representation: Which helps face recognition
    • Barcelona, Spain, November
    • L. Zhang, M. Yang, X. Feng, Sparse representation or collaborative representation: Which helps face recognition" in Proceedings of the International Conference on Computer Vision, Barcelona, Spain, November 2011, pp. 471-478.
    • (2011) Proceedings of the International Conference On Computer Vision , pp. 471-478
    • Zhang, L.1    Yang, M.2    Feng, X.3
  • 7
    • 84905922440 scopus 로고    scopus 로고
    • Joint within-class collaborative representation for hyperspectral image classification
    • June
    • W. Li and Q. Du, Joint within-class collaborative representation for hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 2200-2208, June 2014.
    • (2014) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol.7 , Issue.6 , pp. 2200-2208
    • Li, W.1    Du, Q.2
  • 8
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the Elastic Net
    • December
    • H. Zou and T. Hastie, Regularization and variable selection via the Elastic Net. Journal of the Royal Statistical Society, Series B, vol. 67, pp. 301-320, December 2005.
    • (2005) Journal of the Royal Statistical Society, Series B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 10
    • 74549128208 scopus 로고    scopus 로고
    • Sparse representation by adDing noisy duplicates for enhanced face recognition: An Elastic Net regularization approach
    • Nanjing, China, November
    • C. Ren and D. Dai, Sparse representation by adDing noisy duplicates for enhanced face recognition: An Elastic Net regularization approach. in Proceedings of Chinese Conference on Pattern Recognition, Nanjing, China, November 2009, pp. 1-5.
    • (2009) Proceedings of Chinese Conference On Pattern Recognition , pp. 1-5
    • Ren, C.1    Dai, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.