메뉴 건너뛰기




Volumn 181, Issue 10, 2011, Pages 1787-1803

A lattice matrix method for hyperspectral image unmixing

Author keywords

Abundance maps; Hyperspectral image analysis: endmember search; Lattice algebra: affine independence; Lattice associative memories; Lattice independence; Lattice matrices; Neural networks: Associative memories; Spectral unmixing

Indexed keywords

ABUNDANCE MAPS; HYPERSPECTRAL IMAGE ANALYSIS; LATTICE ALGEBRA: AFFINE INDEPENDENCE; LATTICE ASSOCIATIVE MEMORIES; LATTICE INDEPENDENCE; LATTICE MATRICES; SPECTRAL UNMIXING;

EID: 79952185736     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2010.03.022     Document Type: Article
Times cited : (47)

References (40)
  • 1
    • 0001395470 scopus 로고
    • Spectral mixture modeling: A new analysis of rock and soil types at the Viking Lander 1 site
    • J.B. Adam, M.O. Smith, and P.E. Johnson Spectral mixture modeling: a new analysis of rock and soil types at the Viking Lander 1 site Journal of Geophysical Research 91 B8 1986 8098 8112
    • (1986) Journal of Geophysical Research , vol.91 , Issue.B8 , pp. 8098-8112
    • Adam, J.B.1    Smith, M.O.2    Johnson, P.E.3
  • 4
    • 0004190631 scopus 로고
    • third ed. American Mathematical Society Providence, RI
    • G. Birkhoff Lattice Theory third ed. 1967 American Mathematical Society Providence, RI
    • (1967) Lattice Theory
    • Birkhoff, G.1
  • 5
    • 0002081183 scopus 로고
    • Automated spectral unmixing of AVIRIS data using convex geometry concepts
    • JPL Publication
    • J.W. Boardman, Automated spectral unmixing of AVIRIS data using convex geometry concepts, in: Proceedings AVIRIS Workshop, vol. 4, JPL Publication, 1993, pp. 11-14.
    • (1993) Proceedings AVIRIS Workshop , vol.4 , pp. 11-14
    • Boardman, J.W.1
  • 7
    • 70350488509 scopus 로고    scopus 로고
    • A convex analysis based minimum-volume enclosing simplex algorithm for hyperspectral unmixing
    • T-H. Chan, C-Y. Chi, Y-M. Huang, and W-K. Ma A convex analysis based minimum-volume enclosing simplex algorithm for hyperspectral unmixing IEEE Transactions on Signal Processing 57 11 2009 4418 4432
    • (2009) IEEE Transactions on Signal Processing , vol.57 , Issue.11 , pp. 4418-4432
    • Chan, T.-H.1    Chi, C.-Y.2    Huang, Y.-M.3    Ma, W.-K.4
  • 10
    • 0003877479 scopus 로고
    • Nordhoff International Publishing Leyden, Holland
    • R. Critescu Topological Vector Spaces 1977 Nordhoff International Publishing Leyden, Holland
    • (1977) Topological Vector Spaces
    • Critescu, R.1
  • 12
    • 79952191503 scopus 로고    scopus 로고
    • Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery, IRIT-ENSEEHIT-Té
    • SA, France
    • N. Dobigeon, J.Y. Tourneret, C.I. Chang, Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery, IRIT-ENSEEHIT-TéSA, France, Tech. Report, 2007, pp. 1-34.
    • (2007) Tech. Report , pp. 1-34
    • Dobigeon, N.1    Tourneret, J.Y.2    Chang, C.I.3
  • 14
    • 0003667237 scopus 로고
    • Cambridge University Press Cambridge
    • H.G. Eggleston Convexity 1963 Cambridge University Press Cambridge
    • (1963) Convexity
    • Eggleston, H.G.1
  • 15
    • 0038508911 scopus 로고    scopus 로고
    • Associative morphological memories for endmember determination in spectral unmixing
    • M. Graña, P. Sussner, G.X. Ritter, Associative morphological memories for endmember determination in spectral unmixing, in: Proceedings of FUZZ-IEEE, 2003, pp. 1285-1290.
    • (2003) Proceedings of FUZZ-IEEE , pp. 1285-1290
    • Graña, M.1
  • 16
    • 1842424435 scopus 로고    scopus 로고
    • A single individual evolutionary strategy for endmember search in hyperspectral images
    • M. Graña, C. Hernández, and J. Gallego A single individual evolutionary strategy for endmember search in hyperspectral images Information Sciences 161 3-4 2004 181 197
    • (2004) Information Sciences , vol.161 , Issue.34 , pp. 181-197
    • Graña, M.1    Hernández, C.2    Gallego, J.3
  • 17
    • 42149096702 scopus 로고    scopus 로고
    • Lattice independence, auto-associative morphological memories and unsupervised segmentation of hyperspectral images
    • M. Graña, J.L. Jiménez, C. Hernández, Lattice independence, auto-associative morphological memories and unsupervised segmentation of hyperspectral images, in: Proceedings 10th Joint Conference on Information Sciences, 2007, pp. 1624-1631.
    • (2007) Proceedings 10th Joint Conference on Information Sciences , pp. 1624-1631
    • Graña, M.1
  • 18
    • 65449136419 scopus 로고    scopus 로고
    • Two lattice computing approaches for the unsupervised segmentation of hyperspectral images
    • M. Graña, I. Villaverde, J.O. Maldonado, and C. Hernández Two lattice computing approaches for the unsupervised segmentation of hyperspectral images Neurocomputing 72 10-12 2009 2111 2120
    • (2009) Neurocomputing , vol.72 , Issue.1012 , pp. 2111-2120
    • Graña, M.1    Villaverde, I.2    Maldonado, J.O.3    Hernández, C.4
  • 20
    • 79952187789 scopus 로고    scopus 로고
    • ASTER spectral library: Jet Propulsion Laboratory CaliforniaInstituteofTechnology,Pasadena,CA
    • S.J. Hook, ASTER spectral library: Jet Propulsion Laboratory ( ), California Institute of Technology, Pasadena, CA, 1999.
    • (1999)
    • Hook, S.J.1
  • 21
    • 28044435386 scopus 로고    scopus 로고
    • Computer-algebra implementation of the least squares method on the non-negative orthant
    • Kh.D. Ikramov, and M. Matin-far Computer-algebra implementation of the least squares method on the non-negative orthant Journal of Mathematical Sciences 132 2 2006 156 159
    • (2006) Journal of Mathematical Sciences , vol.132 , Issue.2 , pp. 156-159
    • Ikramov ., K.D.1    Matin-Far, M.2
  • 23
    • 34548288901 scopus 로고    scopus 로고
    • On principal component analysis, cosine and Euclidean measures in information retrieval
    • DOI 10.1016/j.ins.2007.05.027, PII S0020025507002630
    • T. Korenius, J. Laurikkala, and M. Juhola On principal component analysis, cosine, and Euclidean measures in information retrieval Information Sciences 177 22 2007 4893 4905 (Pubitemid 47331454)
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 4893-4905
    • Korenius, T.1    Laurikkala, J.2    Juhola, M.3
  • 27
    • 0030110120 scopus 로고    scopus 로고
    • Neural networks in visualization of multispectral medical images
    • G. Myklebust, and E. Steen Neural networks in visualization of multispectral medical images Information Sciences 89 3-4 1996 297 307
    • (1996) Information Sciences , vol.89 , Issue.34 , pp. 297-307
    • Myklebust, G.1    Steen, E.2
  • 28
    • 16444373735 scopus 로고    scopus 로고
    • Vertex component analysis: A fast algorithm to unmix hyperspectral data
    • DOI 10.1109/TGRS.2005.844293
    • J.M.P. Nascimento, and J.M. Bioucas-Dias Vertex component analysis: a fast algorithm to unmix hyperspectral data IEEE Transactions on Geoscience and Remote Sensing 43 4 2005 898 910 (Pubitemid 40476033)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.4 , pp. 898-910
    • Nascimento, J.M.P.1    Dias, J.M.B.2
  • 31
    • 56749161763 scopus 로고    scopus 로고
    • Lattice algebra and minimax algebra
    • CISE Department, University of Florida, Gainesville, FL unpublished manuscript available via anonymous FTP
    • G.X. Ritter, Lattice algebra and minimax algebra, in: Image Algebra, CISE Department, University of Florida, Gainesville, FL, 1999 (unpublished manuscript available via anonymous FTP).
    • (1999) Image Algebra
    • Ritter, G.X.1
  • 32
    • 0032796801 scopus 로고    scopus 로고
    • Morphological bidirectional associative memories
    • DOI 10.1016/S0893-6080(99)00033-7, PII S0893608099000337
    • G.X. Ritter, J.L. Díaz de León, and P. Sussner Morphological bidirectional associative memories Neural Networks 12 1999 851 867 (Pubitemid 29359223)
    • (1999) Neural Networks , vol.12 , Issue.6 , pp. 851-867
    • Ritter, G.X.1    Diaz-De-Leon, J.L.2    Sussner, P.3
  • 33
    • 0042475584 scopus 로고    scopus 로고
    • Reconstruction of patterns from noisy inputs using morphological associative memories
    • G.X. Ritter, G. Urcid, and L. Iancu Reconstruction of patterns from noisy inputs using morphological associative memories Journal of Mathematical Imaging and Vision 19 2 2003 95 111
    • (2003) Journal of Mathematical Imaging and Vision , vol.19 , Issue.2 , pp. 95-111
    • Ritter, G.X.1    Urcid, G.2    Iancu, L.3
  • 34
    • 33748526188 scopus 로고    scopus 로고
    • Fixed Points of Lattice Transforms and Lattice Associative Memories
    • DOI 10.1016/S1076-5670(06)44002-7, PII S1076567006440027
    • G.X. Ritter, and P. Gader Fixed points of lattice transforms and lattice associative memories P. Hawkes, Advances in Imaging and Electron Physics vol. 144 2006 Academic Press San Diego, CA 165 242 (Pubitemid 44363182)
    • (2006) Advances in Imaging and Electron Physics , vol.144 , pp. 165-242
    • Ritter, G.1    Gader, P.2
  • 35
    • 67349107077 scopus 로고    scopus 로고
    • Autonomous single-pass endmember approximation using lattice auto-associative memories
    • G.X. Ritter, G. Urcid, and M.S. Schmalz Autonomous single-pass endmember approximation using lattice auto-associative memories Neurocomputing 72 10-12 2009 2101 2110
    • (2009) Neurocomputing , vol.72 , Issue.1012 , pp. 2101-2110
    • Ritter, G.X.1    Urcid, G.2    Schmalz, M.S.3
  • 36
    • 77953607676 scopus 로고    scopus 로고
    • Lattice algebra approach to endmember determination in hyperspectral imagery
    • P. Hawkes (Ed.) Academic Press, Burlington, MA
    • G.X. Ritter, G. Urcid, Lattice algebra approach to endmember determination in hyperspectral imagery, in: P. Hawkes (Ed.), Advances in Imaging and Electron Physics, vol. 160, Academic Press, Burlington, MA, 2010, pp. 113-169.
    • (2010) Advances in Imaging and Electron Physics , vol.160 , pp. 113-169
    • Ritter, G.X.1    Urcid, G.2
  • 37
    • 0032156917 scopus 로고    scopus 로고
    • Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models
    • DOI 10.1016/S0034-4257(98)00037-6, PII S0034425798000376
    • D.A. Roberts, M. Gardner, R. Church, S. Ustin, G. Sheer, and R.O. Green Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models Remote Sensing Environment 65 3 1998 267 279 (Pubitemid 29360703)
    • (1998) Remote Sensing of Environment , vol.65 , Issue.3 , pp. 267-279
    • Roberts, D.A.1    Gardner, M.2    Church, R.3    Ustin, S.4    Scheer, G.5    Green, R.O.6
  • 40
    • 0033310314 scopus 로고    scopus 로고
    • An algorithm for fast autonomous spectral endmember determination in hyperspectral analysis
    • M.E. Winter, An algorithm for fast autonomous spectral endmember determination in hyperspectral analysis, in: Imaging Spectrometry, Proceedings of SPIE 3753, 1999, pp. 266-275.
    • (1999) Imaging Spectrometry, Proceedings of SPIE 3753 , pp. 266-275
    • Winter, M.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.