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Volumn , Issue , 2012, Pages 1157-1160

Unmixing of hyperspectral data using robust statistics-based NMF

Author keywords

Hyperspectral Data; Remote Sensing; Robust Statistics based Nonnegative Matrix Factorization (RNMF); Spectral Unmixing

Indexed keywords

HYPER-SPECTRAL IMAGES; HYPERSPECTRAL DATA; HYPERSPECTRAL SENSORS; HYPERSPECTRAL UNMIXING; NONNEGATIVE MATRIX FACTORIZATION; ROBUST COST FUNCTION; SPECTRAL LIBRARIES; SPECTRAL UNMIXING;

EID: 84876399095     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISTEL.2012.6483162     Document Type: Conference Paper
Times cited : (4)

References (17)
  • 1
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    • Keshava, N.1
  • 4
    • 0033310314 scopus 로고    scopus 로고
    • N-FINDR: An algorithm for fast autonomous spectral end-member determination in hyperspectral data
    • M. E. Winter, "N-FINDR: an algorithm for fast autonomous spectral end-member determination in hyperspectral data," in SPIE conference on Imaging Spectrometry V, 1999, pp. 266-275.
    • (1999) SPIE Conference on Imaging Spectrometry v , pp. 266-275
    • Winter, M.E.1
  • 7
    • 58149131252 scopus 로고    scopus 로고
    • Constrained nonnegative matrix factorization for hyperspectral unmixing
    • JANUARY
    • S. Jia and Y. Qian, "Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing," IEEE Trans. Geoscience and Remote Sensing, vol. 47, pp. 161-173, JANUARY 2009.
    • (2009) IEEE Trans. Geoscience and Remote Sensing , vol.47 , pp. 161-173
    • Jia, S.1    Qian, Y.2
  • 8
    • 33947112755 scopus 로고    scopus 로고
    • Reconstruction of reflectance spectra using robust nonnegative matrix factorization
    • A. B. Hamza and D. J. Brady, "Reconstruction of reflectance spectra using robust nonnegative matrix factorization," IEEE Transactions on Signal Processing, vol. 54, pp. 3637-3642, 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , pp. 3637-3642
    • Hamza, A.B.1    Brady, D.J.2
  • 10
    • 12144289543 scopus 로고    scopus 로고
    • A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data
    • A. Plaza, P. Martinez, R. Perez, and J. Plaza, "A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data," Geoscience and Remote Sensing, IEEE Transactions on, vol. 42, pp. 650-663, 2004.
    • (2004) Geoscience and Remote Sensing, IEEE Transactions on , vol.42 , pp. 650-663
    • Plaza, A.1    Martinez, P.2    Perez, R.3    Plaza, J.4
  • 16
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    • Indiana
    • AVIRIS image Indian Pine, Indiana [Online] Available: https://engineering.purdue.edu/~biehl/MultiSpec/hyperspectral.html
    • AVIRIS image Indian Pine
  • 17
    • 84873174886 scopus 로고    scopus 로고
    • Hyperspectral Remote Sensing Scenes [Online] Available: http://www.ehu.es/ccwintco/index.php/Hyperspectral-Remote-Sensing- Scenes
    • Hyperspectral Remote Sensing Scenes


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.