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Volumn , Issue , 2011, Pages 1720-1723

Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification

Author keywords

Hyperspectral image; mutual information; nonparametric feature extraction; principal component analysis; small sample size

Indexed keywords

HYPER-SPECTRAL IMAGES; MUTUAL INFORMATIONS; NON-PARAMETRIC; PRINCIPAL COMPONENTS; SMALL SAMPLE SIZE;

EID: 80955160555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2011.6049567     Document Type: Conference Paper
Times cited : (28)

References (18)
  • 1
    • 35348920168 scopus 로고    scopus 로고
    • Feature selection and classification of hyperspectral images with support vector machines
    • DOI 10.1109/LGRS.2007.905116
    • R. Archibald and G. Fann, "Feature selection and classification of hyperspectral images with support vector machines," IEEE Geoscience and Remote Sensing Letters, vol. 4 no. 4, pp. 674-677, October 2007. (Pubitemid 47588053)
    • (2007) IEEE Geoscience and Remote Sensing Letters , vol.4 , Issue.4 , pp. 674-677
    • Archibald, R.1    Fann, G.2
  • 2
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • January
    • G.F. Hughes, "On the mean accuracy of statistical pattern recognizers," IEEE Transactions on Information Theory, vol. IT-14 no. 1, pp. 55-63, January 1968.
    • (1968) IEEE Transactions on Information Theory , vol.IT-14 , Issue.1 , pp. 55-63
    • Hughes, G.F.1
  • 5
    • 77958582596 scopus 로고    scopus 로고
    • A nonparametric feature extraction and its application to nearest neighbour classification for hyperspectral image data
    • March
    • J. Yang, P. Yu, and B. Kuo, "A nonparametric feature extraction and its application to nearest neighbour classification for hyperspectral image data," IEEE Transaction on Geoscience and Remote Sensing, vol. 48 no. 3, pp. 1279-1293, March 2010.
    • (2010) IEEE Transaction on Geoscience and Remote Sensing , vol.48 , Issue.3 , pp. 1279-1293
    • Yang, J.1    Yu, P.2    Kuo, B.3
  • 8
    • 0031997059 scopus 로고    scopus 로고
    • Supervised classification in high dimensional space: Geometrical, statistical, and asymptotical properties of multivariate data
    • February
    • L.O. Jimenez and D.A. Landgrebe, "Supervised classification in high dimensional space: Geometrical, statistical, and asymptotical properties of multivariate data,"IEEE Transaction on Systems, Man, Cybernetics-Part c, vol. 28 no. 1, pp. 39-54, February 1998.
    • (1998) IEEE Transaction on Systems, Man, Cybernetics-Part C , vol.28 , Issue.1 , pp. 39-54
    • Jimenez, L.O.1    Landgrebe, D.A.2
  • 14
    • 0036933407 scopus 로고    scopus 로고
    • Input feature selection by mutual information based on parzen window
    • December
    • N. Kwak and C. H. Choi, "Input feature selection by mutual information based on parzen window," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 24 no. 12, pp. 1065-1076, December 2002.
    • (2002) IEEE Transaction on Pattern Analysis and Machine Intelligence , vol.24 , Issue.12 , pp. 1065-1076
    • Kwak, N.1    Choi, C.H.2
  • 18
    • 33846636871 scopus 로고    scopus 로고
    • Extraction of spectral channels from hyperspectral images for classification purposes
    • DOI 10.1109/TGRS.2006.886177
    • S.B. Serpico and G. Moser, "Extraction of spectral channels from hyperspectral images for classification purposes," IEEE Transaction on Geoscience and Remote Sensing, vol. 45 no. 2, pp. 484-495, February 2007. (Pubitemid 46183043)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.2 , pp. 484-495
    • Serpico, S.B.1    Moser, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.