Book Chapters

       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.

    Papers in Journals

       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)

    Papers in Book Proceedings

       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.

    Papers in International Conference Proceedings

      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 " ,

           in IGARSS, pp. 4033-4036, Barcelona, Spain, July 2007.

      José Nascimento e José Bioucas-Dias, " Hyperspectral Signal Subspace Estimation " ,

           in IGARSS, pp. 3225-3228, Barcelona, Spain, July 2007.

      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.

    Papers in National Conference Proceedings

      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).

    Thesis

       PhD Thesis: "Unsupervised Hyperspectral Unmixing", December 2006.

       MSc Thesis: "Estimação de Superfícies com Modelos Deformáveis", February 2000 (in Portuguese).

    Communications

      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)