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Volumn 6233 II, Issue , 2006, Pages

A comparison of algorithms to compute the positive matrix factorization and their application to unsupervised unmixing

Author keywords

Gauss Newton method; Hyperspectral Imagery; Positive Matrix Factorization; Spectral unmixing

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; IMAGE SENSORS; MATRIX ALGEBRA; NUMERICAL METHODS; PROBLEM SOLVING;

EID: 33748649496     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.667977     Document Type: Conference Paper
Times cited : (2)

References (16)
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    • Lee, D. D. and H. S. Seung, "Learning the parts of objects by non-negative matrix mactorization." In Nature 401 (1999) 788-791
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 5
    • 10044269618 scopus 로고    scopus 로고
    • Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain
    • December
    • Sajda, Paul, Shsuyan Du and Lucas Parra, "Nonnegative matrix factorization for rapid recovery of constituent spectra in Magnetic Resonance Chemical Shift Imaging of the Brain." In IEEE Transactions on medical Imagining, Vol. 23, No. 12, December 2004.
    • (2004) IEEE Transactions on Medical Imagining , vol.23 , Issue.12
    • Sajda, P.1    Du, S.2    Parra, L.3
  • 6
    • 8144231500 scopus 로고    scopus 로고
    • A survey of spectral unmixing algorithms
    • Keshava,N. and J. F. Mustrad," A survey of spectral unmixing algorithms." In Lincoln Laboratory Journal, Vol. 14, No. 1, pp. 55-78, 2003.
    • (2003) Lincoln Laboratory Journal , vol.14 , Issue.1 , pp. 55-78
    • Keshava, N.1    Mustrad, J.F.2
  • 12
    • 2442610490 scopus 로고    scopus 로고
    • The kronecker product and stochastic automata networks
    • A. N. Langville, W. J. Stewart, "The Kronecker Product and Stochastic Automata Networks," Computational and Mathematics, 167, 429-447, 2004.
    • (2004) Computational and Mathematics , vol.167 , pp. 429-447
    • Langville, A.N.1    Stewart, W.J.2
  • 15
    • 33748654502 scopus 로고    scopus 로고
    • Projected gradient methods for non-negative matrix factorization
    • Department of Computer Science, National Taiwan University
    • Chih-Jen Lin," Projected Gradient Methods for Non-negative Matrix Factorization," Information and Support Services Technical Report ISSTECH-95-013, Department of Computer Science, National Taiwan University, 2005.
    • (2005) Information and Support Services Technical Report , vol.ISSTECH-95-013
    • Lin, C.-J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.