J. M. P. Nascimento e J. M. Bioucas-Dias,
Chapter 6:
" Unmixing Hyperspectral Data: Independent and Dependent Component Analysis " ,
in Hyperspectral Data Exploitation: Theory and Applications , editor Chein-I. Chang, John Wiley & Sons, Inc., 2007,
pp. 149–178, ISBN: 978-0-471-74697-3.
J. M. Bioucas-Dias e J. M. P. Nascimento,
Chapter 19:
" Vertex Component Analysis: A Geometric-Based Approach to Unmix Hyperspectral Data ",
in Signal and Image Processing for Remote Sensing , editor Chi-hau Chen, CRC Press, 2007,
pp. 415–440, ISBN: 0-8493-5091-3.
José Bioucas-Dias and José Nascimento,
"
Hyperspectral Subspace Identification
"
,
IEEE Transactions On Geoscience and Remote Sensing, vol 46, N.8, pp. 2435-2445, 2008.
(matlab demo code)
(cuprite data)
José Nascimento and José Bioucas-Dias,
"
Vertex Component Analisys: A Fast Algorithm to Unmix Hyperspectral Data
"
,
IEEE Transactions On Geoscience and Remote Sensing, vol. 43, N. 4, pp. 898-910, 2005.
(matlab demo code)
(cuprite data)
José Nascimento and José Bioucas-Dias,
"
Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?
"
,
IEEE Transactions On Geoscience and Remote Sensing, vol. 43, N. 1, pp. 175-187, 2005.
(matlab demo code)
(cuprite data)
José Nascimento and José Bioucas-Dias,
"
Unmixing Hyperspectral Intimate Mixtures
"
,
in Proceedings of SPIE, vol. 7830, pp. - , Toulouse, France, September 2010.
José Nascimento and José Bioucas-Dias,
"
Nonlinear Mixture Model for Hyperspectral Unmixing
"
,
in Proceedings of SPIE, vol. 7477, pp. - , Berlin, Germany, September 2009.
José Nascimento and José Bioucas-Dias,
"
New Developments on VCA Unmixing Algorithm
"
,
in Proceedings of SPIE, vol. 7109, pp. - , Cardiff, Wales,
United Kingdom, September 2008.
José Nascimento e José Bioucas-Dias,
"
Blind Hyperspectral Unmixing"
,
in Proceedings of SPIE, vol. 6748, pp. - Florence, Italy,
September 2007.
José Nascimento and José Bioucas-Dias,
"
Dependent Component Analysis: A Hyperspectral Unmixing Algorithm"
,
in Proceedings of the 3rd IbPRIA, ser. LNCS, vol. 4478. Springer-Verlag, pp. 612-619, Girona, Spain, June 2007.
José Bioucas-Dias and José Nascimento,
"
Estimation of Signal Subspace on Hyperspectral Data
"
,
in Proceedings of SPIE, vol 5982, pp. 191-198 , Bruges, Belgium, September 2005.
José Nascimento and José Bioucas-Dias,
"
Signal Subspace Identification in Hyperspectral Linear Mixtures
"
,
in Proceedings of the 2nd IbPRIA, ser. LNCS, vol. 3523. Springer-Verlag, pp. 207-214, Estoril, Portugal, June 2005.
José Nascimento and José Bioucas-Dias,
"
On Independent Component Analysis Applied to Unmixing Hyperspectral Data
"
,
in Proceedings of SPIE, vol. 5238, pp. 306-315, Barcelona, Spain, September 2003.
José Nascimento and José Bioucas-Dias,
"
Fast Unsupervised Extraction of Endmembers Spectra from Hyperspectral Data
"
,
in Proceedings of SPIE, vol 5239, pp. 314-321, Barcelona, Spain, September 2003.
José Nascimento e José Bioucas-Dias,
"
Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?
"
,
Proceedings of the First IbPRIA, ser. LNCS vol 2652, Springer-Verlag, pp. 616-625, Puerto de Andratx, Spain, June 2003.
José Nascimento e José Bioucas-Dias,
"
Vertex Component Analysis: A fast algorithm to extract endmembers spectra from hyperspectral data
"
Proceedings of the First IbPRIA, ser. LNCS vol. 2652, Springer-Verlag, pp. 626-635, Puerto de Andratx, Spain, June 2003.
José Nascimento e José Bioucas-Dias,
"
Learning Dependent Sources using Mixtures of Dirichlet: Applications on Hyperspectral Unmixing
"
,
in WHISPERS - First IEEE GRSS Workshop on Hyperspectral Image and Signal Processing , pp. -, Grenoble, France, August 2009.
José Nascimento e José Bioucas-Dias,
"
Unsupervised Hyperspectral Signal Subspace Identification
"
,
in Proceedings of the VII Conference on Telecommunications, pp. -, Santa Maria da Feira, Portugal, May 2009.
José Nascimento e José Bioucas-Dias,
"
Hyperspectral Unmixing Algorithm via Dependent Component Analysis "
,
José Nascimento e José Bioucas-Dias,
"
Hyperspectral Signal Subspace Estimation "
,
José Nascimento e José Bioucas-Dias,
"
Blind Hyperspectral Unmixing"
,
in Proceedings of the VI Conference on Telecommunications, pp. 617-620, Peniche, Portugal, May 2007.
José Nascimento e José Bioucas-Dias,
"
Fast Unsupervised Technique for Extraction of Endmembers Spectra From Hyperspectral Data"
,
in Proceedings of the IV Conference on Telecommunications, pp. 537-540, Aveiro, Portugal, June 2003.
José Nascimento and Jorge S. Marques,
"
An Algorithm for the Estimation of 3D Surfaces Using Competitive Learning"
,
in Proceedings of the V SIARP2000, pp 139-146, Lisbon, Portugal, September 2000.
José Nascimento and José Bioucas-Dias,
"
Separação de Dados Hiperespectrais por Análise de Componentes Dependentes"
,
in Proceedings of the 4th JETC08, Lisbon, Portugal, November 2008 (in Portuguese - on CDROM).
José Nascimento and José Bioucas-Dias,
"
Separação de Dados Hiperespectrais Baseada na Análise de Vértices de um Simplex"
,
in Proceedings of the 4th JETC08, Lisbon, Portugal, November 2008 (in Portuguese - on CDROM).
José Nascimento and José Bioucas-Dias,
"
Estimação do Subespaço de Sinal em Dados Hiperespectrais"
,
in Proceedings of the 3rd JETC05, Lisbon, Portugal, November 2005 (in Portuguese - on CDROM).
José Nascimento and José Bioucas-Dias,
"
Classificação Não-Supervisionada de Dados Hiperespectrais Usando Análise em Componentes Independentes"
,
in Proceedings of the First CCTE2002, Lisbon, Portugal, May 2002. (in Portuguese - on CDROM)
José Nascimento and Jorge S. Marques,
"Estimation of 3D Shapes Using Active Surface Models"
,
in Proceedings of the 11th RECPAD'00, pp 439-441, Oporto, Portugal, May 2000.
José Nascimento and Jorge S. Marques,
"Estimação de Superfícies Tridimensionais com Modelos Activos"
,
in Proceedings of the 1st JETC99, vol. II, pp. 21-26, Lisbon, Portugal, 1999 (in Portuguese).
MSc Thesis: "Estimação de Superfícies com Modelos Deformáveis", February 2000 (in Portuguese).
José Nascimento and José Bioucas-Dias,
"
Mixture of Dirichlet Sources Applied to Hyperspectral Unmixing"
,
in the 25th European Association of the Remote Sensing Laboratories Symposium, Oporto, Portugal June 2005. ( matlab demo code)