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Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data? (2004)  (Make Corrections)  (1 citation)
Jose M. P. Nascimento, Jose M. B. Dias



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Abstract: Independent Component Analysis (ICA) has recently been proposed as a tool to unmix hyperspectral data. (Update)

Cited by:   More
Vertex Component Analysis: A Fast Algorithm to Unmix.. - Nascimento, Dias (2004)   (Correct)

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0.3:   Unmixing Hyperspectral Data - Parra, Spence, Sajda, Ziehe, Müller (2000)   (Correct)
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BibTeX entry:   (Update)

J. M. P. Nascimento and J. M. B. Dias, "Does independent component analysis play a role in unmixing hyperspectral data?" in Pattern Recognition and Image Analysis, ser. Lecture Notes in Computer Science, F. j. Perales, A. Campilho, and N. P. B. A. Sanfeliu, Eds., vol. 2652. Springer-Verlag, 2003, pp. 616--625. http://citeseer.ist.psu.edu/nascimento04does.html   More

@misc{ nascimento03does,
  author = "J. Nascimento and J. Dias",
  title = "Does independent component analysis play a role in unmixing hyperspectral
    data",
  text = "J. M. P. Nascimento and J. M. B. Dias, Does independent component analysis
    play a role in unmixing hyperspectral data? in Pattern Recognition and Image
    Analysis, ser. Lecture Notes in Computer Science, F. j. Perales, A. Campilho,
    and N. P. B. A. Sanfeliu, Eds., vol. 2652. Springer-Verlag, 2003, pp. 616--625.",
  year = "2003",
  url = "citeseer.ist.psu.edu/nascimento04does.html" }
Citations (may not include all citations):
2319   Elements of Information Theory (context) - Cover, Thomas - 1991
654   Fundamentals of Digital Image Processing (context) - Jain - 1989
491   An information-maximization approach to blind separation and.. - Bell, Sejnowski - 1995
329   Principal Component Analysis (context) - Jolliffe - 1986
246   Independent Component Analysis (context) - Hyvarinen, Karhunen et al. - 2001
226   The EM algorithm and Extensions (context) - McLachlan, Krishnan - 1997
193   Survey on independent component analysis (context) - Hyvarinen - 1999
111   Independent factor analysis - Attias - 1999
71   Finite Mixture Models (context) - McLachlan, Peel - 2000
49   An unifying information-theoretic framework for independent .. - Lee, Girolami et al. - 1998
41   Remote Sensing and Image Interpretation (context) - Lillesand, Kiefer - 1994
36   Independent component analysis: Algorithms and applications (context) - Hyvarinen, Oja - 2000
35   Infomax and maximum likelihood of source separation (context) - Cardoso - 1997
29   Unsupervised learning of finite mixture models - Figueiredo, Jain - 2002
12   Blind separation of sources, part II: Problem statement (context) - Common, Jutten et al. - 1991
10   Unmixing hyperspectral data - Parra, Mueller et al. - 2000
8   Second simulation of the satellite signal in the solar spect.. (context) - Vermote, Tanr et al. - 1997
8   Automating spectral unmixing of AVIRIS data using convex geo.. (context) - Boardman - 1993
7   Hyperspectral image classification and dimensionality reduct.. (context) - Harsanyi, Chang - 1994
6   Hyperspectral data analysis and supervised feature reduction.. (context) - Jimenez, Landgrebe - 1999
6   An Introduction to Atmospheric Radiation (context) - Liou - 2002
5   MODTRAN cloud and multiple scattering upgrades with applicat.. (context) - Berk, Bernstein et al. - 1998
5   Minimum-volume transforms for remotely sensed data (context) - Craig - 1994
5   Independent component analysis: A new concept (context) - Common - 1994
5   Using blocks of skewers for faster computation of pixel puri.. - Theiler, Lavenier et al. - 2000
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4   The airborne visible/infrared imaging spectrometer (AVIRIS (context) - Vane, Green et al. - 1993
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3   Signal processing for hyperspectral image exploitation (context) - Shaw, Manolakis - 2002
3   Mars: Large scale mixing of bright and dark surface material.. (context) - Singer, McCord - 1979
3   Quantitative determination of mineral types and abundances f.. (context) - Smith, Johnson et al. - 1985
3   Reflectance spectroscopy: Quantitative analysis techniques f.. (context) - Clark, Roush - 1984
3   Nonlinear spectral mixing models for vegetative and soils su.. (context) - Borel, Gerstl - 1994
3   Image processing software for imaging spectrometry data anal.. (context) - Mazer, Martin - 1988
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2   Theory of Reflectance and Emmittance Spectroscopy (context) - Hapke - 1993
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2   Unsupervised signature extraction and separation in hyperspe.. (context) - Tu - 2000
2   Bidirection reflectance spectroscopy. I. theory (context) - Hapke - 1981
2   Spectral reflectance systematics for mixtures of powdered hy.. (context) - Nash, Conel - 1974
2   Unsupervised hyperspectral image analysis using independent .. (context) - Chiang, Chang et al. - 2000
2   Discrimination among semi-arid landscape endmembres using th.. (context) - Yuhas, Goetz et al. - 1992
2   Interpretation of residual images: Spectral mixture analysis.. (context) - Gillespie, Smith et al. - 1990
2   An algorithm taxonomy for hyperspectral unmixing (context) - Keshava, Kerekes et al. - 2000
2   Near-infrared spectral reflectance of mineral mixtures: Syst.. (context) - Singer - 1981
2   Hyperspectral Imaging: Techniques for spectral detection and.. (context) - Chang - 2003
2   Spectral unmixing of hyperspectral images with the independe.. - Lennon, Mouchot et al. - 2001
2   Mixed pixels classification (context) - Liangrocapart, Petrou - 1998
2   Spectral unmixing (context) - Keshava, Mustard - 2002
2   Analysing hyperspectral data with independent component anal.. (context) - Bayliss, Gualtieri et al. - 1997
2   Independent component analysis for remote sensing study (context) - Chen, Zhang - 1999
2   Endmember bundles: A new approach to incorporating endmember.. (context) - Bateson, Asner et al. - 2000
1   Statistics of target spectra in hsi scenes (context) - Tyo, Robertson et al. - 2000
1   Spectral identification of image endmembers determined from .. (context) - Kruse - 1998
1   A new analysis of rock and soil types at the viking lander 1.. (context) - Adams, Smith - 1986
1   Maximum likelihood estimation from imcomplete data via EM al.. (context) - Dempster, Laird et al. - 1977
1   Automated spectral analysis: a geological example using AVIR.. (context) - Boardman, Kruse - 1994
1   Anomaly detection from hyperspectral imagery (context) - Stein, Beaven et al. - 2002
1   Atmospheric modeling for space measurements of ground reflec.. (context) - Tanre, Herman et al. - 1979
1   Fast unsupervised extraction of endmembers spectra from hype.. (context) - Nascimento, Dias - 2003
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1   Detection algorithms for hyperspectral imaging aplications (context) - Manolakis, Shaw - 2002
1   Calibration of airborne imaging spectrometer data to percent.. (context) - Roberts, Yamaguchi et al. - 1985
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