@ARTICLE{bi:DecaMDL_Bioucas-Dias_Nascimento_IEEETGRS_v50_3_2012, TITLE = {Hyperspectral Unmixing based on Mixtures of Dirichlet Components}, AUTHOR = {Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, JOURNAL = {IEEE Transactions on Geoscience and Remote Sensing}, YEAR = {2012}, VOLUME = {50}, NUMBER = {3}, PAGES = {863-878}, doi = {10.1109/TGRS.2011.2163941}, ISSN = {0196-2892}, } @ARTICLE{bi:Hysime_Bioucas-Dias_Nascimento_IEEETGRS_v46_8_2008, TITLE = {Hyperspectral Subspace Identification}, AUTHOR = {Jos\'e~M.~Bioucas-Dias and Jos\'e~M.~P.~Nascimento}, JOURNAL = {IEEE Transactions on Geoscience and Remote Sensing}, YEAR = {2008}, month = {Aug.}, VOLUME = {46}, NUMBER = {8}, PAGES = {2435-2445}, doi = {10.1109/TGRS.2008.918089}, ISSN = {0196-2892}, } @ARTICLE{bi:VCA_Nascimento_Bioucas-Dias_IEEETGRS_v43_4_2005, TITLE = {Vertex Component Analysis: A Fast Algorithm to Unmix Hyperspectral Data}, AUTHOR = {Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, JOURNAL = {IEEE Transactions on Geoscience and Remote Sensing}, YEAR = {2005}, month = {April}, VOLUME = {43}, NUMBER = {4}, PAGES = {898-910}, doi = {10.1109/TGRS.2005.844293}, ISSN = {0196-2892}, } @ARTICLE{bi:ICA_Nascimento_Bioucas-Dias_IEEETGRS_v43_1_2005, TITLE = {Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?}, AUTHOR = {Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, JOURNAL = {IEEE Transactions on Geoscience and Remote Sensing}, YEAR = {2005}, month = {Jan.}, VOLUME = {43}, NUMBER = {1}, PAGES = {175-187}, doi = {10.1109/TGRS.2004.839806}, ISSN = {0196-2892}, } @INBOOK{bi:Nascimento_BioucasDias_book_chang_07, AUTHOR = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", EDITOR = "Chein-I Chang ", TITLE = "Hyperspectral Data Exploitation: Theory and Applications", PUBLISHER = "Jonh Wiley", CHAPTER = "Unmixing Hyperspectral Data: Independent and Dependent Component Analysis", PAGES = "149-178", YEAR = "2007", note = "Chapter 6, ISBN: 978-0-471-74697-3" } @INBOOK{bi:BioucasDias_book_chen_07, AUTHOR = "Jos\'e~M.~Bioucas-Dias and Jos\'e~M.~P.~Nascimento", EDITOR = "Chi-Hau~Chen", TITLE = "Signal and Image Processing for Remote Sensing", PUBLISHER = "CRC", CHAPTER = "Vertex Component Analysis: A Geometric-Based Approach to Unmix Hyperspectral Data", PAGES = "415-440", YEAR = "2007", note = "Chapter 19, ISBN: 0-8493-5091-3" } @incollection {bi:Nascimento_Bioucas-Dias_IBPRIA_2007, AUTHOR = {Nascimento, José and Bioucas-Dias, José}, affiliation = {Instituto Superior de Engenharia de Lisboa and Instituto de Telecomunicações}, TITLE = {Dependent Component Analysis: A Hyperspectral Unmixing Algorithm}, BOOKTITLE = {Pattern Recognition and Image Analysis}, series = {Lecture Notes in Computer Science}, editor = {Martí, Joan and Benedí, José and Mendonça, Ana and Serrat, Joan}, publisher = {Springer Berlin / Heidelberg}, isbn = {}, PAGES = {612-619}, VOLUME = {4478}, url = {http://dx.doi.org/10.1007/978-3-540-72849-8_77}, note = {10.1007/978-3-540-72849-8_77}, year = {2007} } @incollection {bi:Nascimento_Bioucas-Dias_IBPRIA_2005, AUTHOR = {Nascimento, José and Dias, José}, affiliation = {Instituto Superior de Engenharia de Lisboa and Instituto de Telecomunicações, R. Conselheiro Emídio Navarro N 1, edifício DEETC, 1950-062 Lisboa, Portugal}, TITLE = {Signal Subspace Identification in Hyperspectral Linear Mixtures}, BOOKTITLE = {Pattern Recognition and Image Analysis}, series = {Lecture Notes in Computer Science}, editor = {Marques, Jorge and Pérez de la Blanca, Nicolás and Pina, Pedro}, publisher = {Springer Berlin / Heidelberg}, isbn = {}, PAGES = {173-218}, VOLUME = {3523}, url = {http://dx.doi.org/10.1007/11492542_26}, note = {10.1007/11492542_26}, YEAR = {2005} } @incollection {bi:Nascimento_Bioucas-Dias_IBPRIA_2003_pp626, AUTHOR = {Nascimento, José and Dias, José}, affiliation = {Instituto Superior de Engenharia de Lisboa and Instituto de Telecomunicações, R. Conselheiro Emídio Navarro N 1, edifício 5, 1949-014 Lisboa, Portugal}, TITLE = {Vertex Component Analysis: A~Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data}, BOOKTITLE = {Pattern Recognition and Image Analysis}, series = {Lecture Notes in Computer Science}, editor = {Perales, Francisco and Campilho, Aurélio and de la Blanca, Nicolás and Sanfeliu, Alberto}, publisher = {Springer Berlin / Heidelberg}, isbn = {}, PAGES = {626-635}, VOLUME = {2652}, url = {http://dx.doi.org/10.1007/978-3-540-44871-6_73}, note = {10.1007/978-3-540-44871-6_73}, YEAR = {2003} } @incollection {bi:Nascimento_Bioucas-Dias_IBPRIA_2003_pp616, AUTHOR = {Nascimento, José and Dias, José}, affiliation = {Instituto Superior de Engenharia de Lisboa and Instituto de Telecomunicações, R. Conselheiro Emídio Navarro N 1, edifício 5, 1949-014 Lisboa, Portugal}, TITLE = {Does Independent Component Analysis Play a~Role in Unmixing Hyperspectral Data?}, BOOKTITLE = {Pattern Recognition and Image Analysis}, series = {Lecture Notes in Computer Science}, editor = {Perales, Francisco and Campilho, Aurélio and de la Blanca, Nicolás and Sanfeliu, Alberto}, publisher = {Springer Berlin / Heidelberg}, isbn = {}, PAGES = {616-625}, VOLUME = {2652}, url = {http://dx.doi.org/10.1007/978-3-540-44871-6_72}, note = {10.1007/978-3-540-44871-6_72}, YEAR = {2003} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v7830_2010, AUTHOR = {Jos\'{e} M. P. Nascimento and Jos\'{e} M. Bioucas-Dias}, EDITOR = {Lorenzo Bruzzone}, TITLE = {Unmixing hyperspectral intimate mixtures}, PUBLISHER = {SPIE}, YEAR = {2010}, JOURNAL = {Image and Signal Processing for Remote Sensing XVI}, VOLUME = {7830}, NUMBER = {1}, eid = {78300C}, numpages = {8}, PAGES = {78300C}, location = {Toulouse, France}, url = {http://link.aip.org/link/?PSI/7830/78300C/1}, doi = {10.1117/12.865118} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v7477_2009, AUTHOR = {Jos\'{e} M. P. Nascimento and Jos\'{e} M. Bioucas-Dias}, EDITOR = {Lorenzo Bruzzone and Claudia Notarnicola and Francesco Posa}, TITLE = {Nonlinear Mixture Model for Hyperspectral Unmixing}, PUBLISHER = {SPIE}, YEAR = {2009}, JOURNAL = {Image and Signal Processing for Remote Sensing XV}, VOLUME = {7477}, NUMBER = {1}, eid = {74770I}, numpages = {8}, PAGES = {74770I}, location = {Berlin, Germany}, url = {http://link.aip.org/link/?PSI/7477/74770I/1}, doi = {10.1117/12.830492} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v71090_2008, AUTHOR = {Jos\'{e} M. P. Nascimento and Jos\'{e} M. Bioucas-Dias}, EDITOR = {Lorenzo Bruzzone and Claudia Notarnicola and Francesco Posa}, TITLE = {New Developments on VCA Unmixing Algorithm}, PUBLISHER = {SPIE}, YEAR = {2008}, JOURNAL = {Image and Signal Processing for Remote Sensing XIV}, VOLUME = {7109}, NUMBER = {1}, eid = {71090F}, numpages = {9}, PAGES = {71090F}, location = {Cardiff, Wales, United Kingdom}, url = {http://link.aip.org/link/?PSI/7109/71090F/1}, doi = {10.1117/12.799838} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v6748_2007, AUTHOR = {Jos\'{e} M. P. Nascimento and Jos\'{e} M. Bioucas-Dias}, EDITOR = {Lorenzo Bruzzone}, TITLE = {Blind Hyperspectral Unmixing}, PUBLISHER = {SPIE}, YEAR = {2007}, JOURNAL = {Image and Signal Processing for Remote Sensing XIII}, VOLUME = {6748}, NUMBER = {1}, eid = {67480J}, numpages = {8}, PAGES = {67480J}, location = {Florence, Italy}, url = {http://link.aip.org/link/?PSI/6748/67480J/1}, doi = {10.1117/12.738158} } @conference{bi:Bioucas-dias_Nascimento_SPIE_v5982_2005, AUTHOR = {Jos\'{e} M. Bioucas-Dias and Jos\'{e} M. P. Nascimento}, EDITOR = {Lorenzo Bruzzone}, TITLE = {Estimation of Signal Subspace on Hyperspectral Data}, PUBLISHER = {SPIE}, YEAR = {2005}, JOURNAL = {Image and Signal Processing for Remote Sensing XI}, VOLUME = {5982}, NUMBER = {1}, eid = {59820L}, numpages = {8}, PAGES = {59820L}, location = {Brugge, Belgium}, url = {http://link.aip.org/link/?PSI/5982/59820L/1}, doi = {10.1117/12.620061} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v5238_2003, AUTHOR = {Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, EDITOR = {Lorenzo Bruzzone}, TITLE = {Independent Component Analysis Applied to Unmixing Hyperspectral Data}, PUBLISHER = {SPIE}, YEAR = {2003}, JOURNAL = {Image and Signal Processing for Remote Sensing IX}, VOLUME = {5238}, NUMBER = {1}, PAGES = {306-315}, location = {Barcelona, Spain}, url = {http://link.aip.org/link/?PSI/5238/306/1}, doi = {10.1117/12.510652} } @conference{bi:Nascimento_Bioucas-Dias_SPIE_v5239_2003, AUTHOR = {Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, EDITOR = {Manfred Ehlers and Hermann J. Kaufmann and Ulrich Michel}, TITLE = {Fast Unsupervised Extraction of Endmembers Spectra from Hyperspectral Data}, PUBLISHER = {SPIE}, YEAR = {2003}, JOURNAL = {Remote Sensing for Environmental Monitoring, GIS Applications, and Geology III}, VOLUME = {5239}, NUMBER = {1}, PAGES = {314-321}, location = {Barcelona, Spain}, url = {http://link.aip.org/link/?PSI/5239/314/1}, doi = {10.1117/12.510663} } @INPROCEEDINGS{bi:Nascimento_Bioucas-Dias_IEEEWHISPERS_2009, TITLE ={Learning Dependent Sources using Mixtures of Dirichlet: Applications on Hyperspectral Unmixing}, AUTHOR ={Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, BOOKTITLE ={WHISPERS '09. First IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009.}, YEAR ={2009}, month ={Aug.}, VOLUME ={}, NUMBER ={}, PAGES ={1-5}, location = {Berlin, Germany}, doi ={10.1109/WHISPERS.2009.5288975}, ISSN ={}, } @INPROCEEDINGS{bi:Nascimento_Bioucas-Dias_ConfTele_2009, AUTHOR = {Jos\'{e} M. P. Nascimento and Jos\'{e} M. Bioucas-Dias}, TITLE = {Unsupervised Hyperspectral Signal Subspace Identification}, BOOKTITLE = {Seventh Conference on Telecommunications}, PAGES = {441-444}, month = {May}, location = {Santa Maria da Feira, Portugal}, YEAR = {2009} } @INPROCEEDINGS{bi:Nascimento_Bioucas-Dias_IEEEIGARSS_2007_pp4033, TITLE ={Hyperspectral Unmixing Algorithm Via Dependent Component Analysis}, AUTHOR ={Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, BOOKTITLE ={IEEE International Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007.}, YEAR ={2007}, month ={July}, VOLUME ={}, NUMBER ={}, PAGES ={4033-4036}, location = {Barcelona, Spain}, doi ={10.1109/IGARSS.2007.4423734}, ISSN ={}, } @INPROCEEDINGS{bi:Nascimento_Bioucas-Dias_IEEEIGARSS_2007_pp3225, TITLE ={Hyperspectral Signal Subspace Estimation}, AUTHOR ={Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias}, BOOKTITLE ={IEEE International Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007.}, YEAR ={2007}, month ={July}, VOLUME ={}, NUMBER ={}, PAGES ={3225-3228}, location = {Barcelona, Spain}, doi ={10.1109/IGARSS.2007.4423531}, ISSN ={}, } @INPROCEEDINGS{bi:Nascimento_Bioucas_ConfTele_2007, AUTHOR = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", TITLE = "{Blind Hyperspectral Unmixing}", BOOKTITLE = "Proc. of the Sixth Conference on Telelcommunications", PAGES = "617-620", month = {May}, location = {Peniche, Portugal}, YEAR = "2007", } @INPROCEEDINGS{bi:Nascimento_ConfTele_2003, AUTHOR = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", TITLE = "{Fast Unsupervised Technique for Extraction of Endmembers Spectra from Hyperspectral Data}", BOOKTITLE = "Proc. of the Fourth Conference on Telelcommunications", month = {May}, location = {Aveiro, Portugal}, YEAR = "2003", PAGES = "537-540" } @CONFERENCE{bi:Nascimento_earsel_2005, author = {Jos\'e~M.~Bioucas-Dias and Jos\'e~M.~P.~Nascimento}, title = "{Mixture of Dirichlet Sources Applied to Hyperspectral Unmixing}", booktitle = {Proc. of 25th European Association of Remote Sensing Laboratories Symposium}, month = {June}, location = {Oporto, Portugal}, publisher = {Millpress}, %isbn 978-90-5966-042-7 EDITOR = "André Marçal", year = {2005} } @CONFERENCE{bi:Nascimento_Marques_SIARP_2000, author = {Jos\'e~M.~P.~Nascimento and Jorge Salvador Marques}, title = "{An Algorithm for the Estimation of 3D Surfaces Using Competitive Learning}", booktitle = {Proc. of 5th Ibero American Symposium in Pattern Recognition, SIARP 2000}, PAGES = "139-146" month = {Sept.}, location = {Lisbon, Portugal}, year = {2000} } @PHDTHESIS{bi:Nascimento_PhD_Thesis, AUTHOR = {Jos\'e~M.~P.~Nascimento}, TITLE = {Unsupervised Hyperspectral Unmixing}, SCHOOL = {Instituto Superior T\'ecnico}, YEAR = {2006} } @MASTERSTHESIS{bi:Nascimento_MsC_Thesis, AUTHOR = {Jos\'e~M.~P.~Nascimento}, TITLE = {Estima\c{c}\~ao de Superf\'icies com Modelos Deform\'aveis}, SCHOOL = {Instituto Superior T\'ecnico}", YEAR = {2000}, note = {(in Portuguese)} } @INPROCEEDINGS{bi:Nascimento_BioucasDias_deca_jetc08, author = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", title = "Separação de Dados Hiperespectrais por Análise de Componentes Dependentes", booktitle = "Proc. of the 4th Jornadas de Engenharia de Electr\'onica e Telecomunica\c{c}\~oes e de Computadores", year = "2008", note = "in portuguese on CD-ROM" } @INPROCEEDINGS{bi:Nascimento_BioucasDias_vca_jetc08, author = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", title = "Separação de Dados Hiperespectrais Baseada na Análise de Vértices de um Simplex", booktitle = "Proc. of the 4th Jornadas de Engenharia de Electr\'onica e Telecomunica\c{c}\~oes e de Computadores", year = "2008", note = "in portuguese on CD-ROM" } @INPROCEEDINGS{bi:Nascimento_BioucasDias_jetc05, author = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", title = "Estima\c{c}\~ao do Subespa\c{c}o de Sinal em Dados Hiperespectrais", booktitle = "Proc. of the 3rd Jornadas de Engenharia de Electr\'onica e Telecomunica\c{c}\~oes e de Computadores", year = "2005", note = "in portuguese on CD-ROM" } @INPROCEEDINGS{bi:Nascimento_BioucasDias_ccte02, author = "Jos\'e~M.~P.~Nascimento and Jos\'e~M.~Bioucas-Dias", title = "Classifica\c{c}\~ao N\~ao-Supervisionada de Dados Hiperespectrais Usando An\'alise em Componentes Independentes", booktitle = "Proc. of the 1st Confer\^encia Cient\'ifica e Tecnol\'ogica em Engenharia ", year = "2002", note = "in portuguese on CD-ROM" } @INPROCEEDINGS{bi:Nascimento_SalvadorMarques_RECPAD00, AUTHOR = "Jos\'e~M.~P.~Nascimento and Jorge Salvador Marques", TITLE = "Estimation of 3D Shapes Using Surface Models", BOOKTITLE = "Proc. of the Eleventh Portuguese Conference on Pattern Recognition", YEAR = "2000", PAGES = "439-441" } @INPROCEEDINGS{bi:Nascimento_SalvadorMarques_jetc99, AUTHOR = "Jos\'e~M.~P.~Nascimento and Jorge Salvador Marques", TITLE = "Estimação de Superfícies Tridimensionais com Modelos Activos", BOOKTITLE = "Proc. of the First Jornadas de Engenharia de Electr\'onica e Telecomunica\c{c}\~oes e de Computadores", YEAR = "1999", VOLUME = "II", PAGES = "21-26", note = "in Portuguese" }