Usuario:Maveganzones

Miguel Ángel Veganzones Bodón

Datos personales // Personal data

Verona, 2008 May

Verona, 2008 May

La Ciencia en España no necesita tijeras

• Fecha de nacimiento // Born date: 20/08/1977
• Ing. Sup. en Informática (Junio 2005) por la Universidad del País Vasco // Computer Science Engineer (June 2005) by Basque Country University
• Diploma de Estudios Avanzados (DEA) en Inteligencia Computacional (Mayo 2009) por la Universidad del País Vasco // Master of Advanced Studies (May 2009) by Basque Country University
• Estudiante de doctorado // PhD Student
• Google Scholar profile
• IEEE graduate student member Nº 90346130
• Member of the IEEE Geoscience and Remote Sensing Society
• Member of the IEEE Computational Intelligence Society
• Member of the IEEE Women in Engineering Society
• Miembro de la Asociación de Jóvenes Investigadores del País Vasco "Ikertzaile Prekarioak - Investigadores Precarios" (IP) // Member of the Basque Country Young Researchers Association "Ikertzaile Prekarioak - Investigadores Precarios" (IP).
• Miembro de la Federación de Jóvenes Investigadores (FJI) // Member of the Young Researchers Federation (FJI).
• Galería de fotos // Photo gallery
• "... you know ... it's possible to send robots to explore Mars, but we [foresters] cannot count trees ..." extract from a private conversation along the 3rd Hyper-I-net summer school in Pavia, September 2009.

Áreas de investigación // Research areas

• Inteligencia Computacional // Computational Intelligence
• Análisis de imágenes multi/hiper-espectrales // Multi/Hyper-spectral imagery analysis
• Sistemas de Recuperación de Imágenes Basados en el Contenido (SRIBC) // Content-Based Image Retrieval Systems (CBIRS)
• Sensorización Remota // Remote Sensing
• Visión por Computador // Computer Vision
• Aprendizaje Máquina // Machine Learning
• Reconocimiento de Patrones // Pattern Recognition
• Minería de Datos // Data Mining
• Computación Reticular // Lattice Computing
• Probabilidad y Estadística // Probability and Statistics

Datos de contacto // Contact data

• E-correo // E-mail: miguelangel.veganzones [AT] ehu [DOT] es
• Tfno // Phone number: (+0034) 943 01 8047
• Dirección postal // Postal address:
  • Att: Miguel A. Veganzones
  • Grupo de Inteligencia Computacional
  • Fac. Informática, Lab. 307
  • Universidad del País Vasco (UPV/EHU)
  • Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

Publicaciones // Publications

2012

• "Contributions to hyperspectral image processing from lattice computing and computational intelligence" (Thesis work)
• "An Endmember-based distance for content based hyperspectral image retrieval." Manuel Graña and Miguel A. Veganzones. Pattern Recognition (In press).
• "A spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones and Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (in press)
• "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms." Manuel Graña and Miguel A. Veganzones. EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (marzo 13, 2012): 64.
• "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones and Manuel Graña. HAIS 2012, Part II, LNCS 7209, pp. 424-435. 2012.
• "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 426-432. 2012.

2011

• "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011). 2011.
• "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. : Proceedings of the International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011).
• "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Proceedings of the ESA-EUSC-JRC 2011.
• "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. Proceedings of the ESA-EUSC-JRC 2011.

2010

• "On the use of a hybrid approach to contrast Endemember Induction Algorithms"; Miguel A. Veganzones, Carmen Hernández; Emilio Corchado, Manuel Graña, Alexandre Manhaes (Eds.); HAIS2010 Proceedings, Part II, LNAI 6077, pp: 69-76; ISBN 978-3-642-13802-7; ISSN 0302-9743; Springer-Verlag. 2010.
• "Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches." M.A. Veganzones, L.C.S. Nunes, M.L. Monteiro, D.M. Lopes, C. Hernández, M. Graña; SILVA LUSITANA, Año XVIII, Instituto Nacional de Investigaçao Agraria (Eds.); ISSN 0870-6352. December 2010.

2009

• Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal. Miguel A. Veganzones, Leonia Nunes, Carmen Hernández, Domingos Lopes; Capítulo de libro en las Actas de las III Jornadas de Inteligencia Computacional, JIC'09; Ekaitz Zulueta (Ed.); ISBN 978-84-9860-320-0; Servicio editorial de la UPV/EHU. 2009.

2008

• "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; ISBN 978-3-540-85566-8; Springer-Verlag Berlin Heidelberg. 2008.
• "Linear Mixing Model for Hyperspectral Imagery: Virtual Dimensionality, Endmembers Induction Methods and Unmixing techniques"; Miguel A. Veganzones; Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional, JIC'08; Ramón Moreno Jimenez, Alexandre Manhaes Savio (Eds.); ISBN 978-84-296-2316-1; Servicio editorial de la UPV/EHU. 2008.
• "CBIR for remote sensing images"; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña. Chapter on the "Computational Intelligence for Remote Sensing" book, Manuel Graña, Richard J. Duro (Eds.); Studies in Computational Intelligence series, Vol.133, Springer Verlag; ISBN 978-3-540-79352-6. 2008.

2007

• "Uso de las Memorias Morfológicas Asociativas para el análisis de estrategias de afrontamiento en el estrés social en ratones"; Miguel Angel Veganzones, Zurine de Miguel, Arantza Azpiroz; Chapter on the "Actas de las I Jornadas de Inteligencia Computacional - JIC'07" book, Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
• "Actas de las I Jornadas de Inteligencia Computacional - JIC'07"; Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
• "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications Proceedings (IEEE Press); ISBN 1-4244-1348-6.

2006

• "Spectral indexing for Hyperspectral image CBIR"; José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña; ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

Participación en eventos // Events participation

2012

• "Relevance feedback by dissimilarity spaces for hyperspectral CBIR." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. ESA-EUSC-JRC 2012 - Image Information Mining: Knowledge Discovery from Earth Observation Data. German Aerospace Center (DLR), Oberpfaffenhofen (Germany). October 24-26, 2012. (submitted)
• "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones, Manuel Graña. 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012). Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012.
• "Lattice Auto-Associative Memories induced Supervised Ordering defining a Multivariate Morphology on Hyperspectral data." Miguel A. Veganzones, Manuel Graña. 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2012) Shanghai, China. June 4-7, 2012.
• "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. 7th International Conference on Hybrid Artificial Intelligence Systems. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012.
• "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. 1st International Conference on Pattern Recognition Applications and Methods. Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis. Algarve, Portugal. February 6-8, 2012.
• Technical Program Committee (TPC) member of the Mosharaka International Conferences.
• Program Committee member of the 7th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2012.

2011

• "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011). Lisbon, Portugal. June 6-9, 2011.
• "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
• "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
• "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011.
• Technical Program Committee (TPC) member of the Mosharaka International Conferences.
• Program Committee member of the Third World Congress on Nature and Biologically Inspired Computing (NaBIC2011).
• Program Committee member of the 3th International Conference on Computational Aspects of Social Networks (CASoN 2011).
• Program Committee member of the 7th International Conference on Next Generation Web Services Practices (NWeSP 2011).
• Program Committee member of the 11th International Work-Conference on Artificial Neural Networks - IWANN 2011.
• Program Committee member of the 6th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2011.

2010

• NPP in Portuguese forest ecosystems based on FOREST-BGC model and remote sensed inputs. Leónia Nunes, Domingos Lopes, Stith T. Gower, Miguel Veganzones, Margarida Liberato, Manuel Graña, Carmen Hernandez. Poster at the "Mixed and Pure Forests in a Changing World 2010" IUFRO Conference in the Universidade de Trás-os-Montes e Alto Douro (UTAD) in Vila Real, Portugal. October 6th-8th, 2010.
• Regression techniques and neural networks for estimating LAI from remote sensing data: an application case using forest-BGC. Leónia Nunes, Carmen Hernandez, Miguel Veganzones, Margarida L. R. Liberato, Manuel Graña, Domingos Lopes. Communication at the "Operational tools in forestry using remote sensing techniques - ForestSat 2010" conference in Lugo and Santiago de Compostela, Spain. September 7th-9th, 2010.
• Reviewer at "15th IEEE International Conference on Emerging Technologies and Factory Automation - ETFA 2010" in Bilbao (Spain). September 13th-16th, 2010.
• On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. Communication on the "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010" in San Sebastian (Spain). June 23rd-25th, 2010.
• Local organizing committee member of the "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010" in San Sebastian (Spain). June 23rd-25th, 2010. http://www.ehu.es/ccwintco/hais2010/.
• Reviewer at "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010" in San Sebastian (Spain). June 23rd-25th, 2010.

2009

• Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal. Comunication on the "3rd. Jornadas de Inteligencia Computacional" in Vitoria (Spain). October 10th, 2009.
• Ciração de uma interface amigavel para Forest-BGC. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.

Error al crear miniatura: Archivo más grande que 12,5 MP

"Pensar (e investigar) os povamentos mistos em Portugal" workshop program

• Attendance to the "3rd HYPER-I-NET Summer School - Hyperspectral data: from images to information" in Pavia (Italy). September 8-11th.
• Attendance to the "First workshop on hyperspectral image and signal processing: evolution in remote sensing" in Grenoble (France). August 26-28th.
• Reviewer at the "9th International Conference on Intelligent Systems Design and Applications (ISDA'09)" in Pisa (Italy). November, 30th - December, 2nd, 2009.
• Miembro del comité organizador de las Jornadas "La Ciencia desde la perspectiva de la Universidad, la Sociedad y la Empresa" celebradas en la Facultad de Ciencia y Tecnología, Universidad del Pais Vasco (UPV/EHU) en Leioa (Spain). 4,11,18 y 25 Marzo, 2009.
• Reviewer at the "10th International Work-Conference on Artificial Neural Networks - IWANN 2009 (Biological Inspired Systems, Computational and Ambient Intelligence)" in Salamanca (Spain). June 10-12th, 2009.
• Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009.
• Attendance to the "VII Jornadas de Jóvenes Investigadores" in Barcelona (Spain). February 25-27th, 2009.

2008

• "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
• Chair of the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
• "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008.
• Attendance to the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008.
• Attendance to the "VI Jornadas de Jóvenes Investigadores" in Granada (Spain). February 13-15th, 2008.

2007

• Attendance to the "First HYPER-I-NET School on Hyperspectral Imaging" in Caceres (Spain). October 29-31th, 2007.
• Organizing committee member of the "1st Workshop on Computational Intelligence - JIC'07" in San Sebastian (Spain). October 24-25th, 2007.
• "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; Communication on the IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications conference.
• Local organizing committee member of the "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)" in San Sebastian (Spain). June 20-22th, 2007.
• Reviewer at the "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)" in San Sebastian (Spain). June 20-22th, 2007.
• Local organizing committee member of the "V Jornadas de Jóvenes Investigadores – Gazte Ikertzaileen V Jardunaldiak", Bilbao (Spain), February 28th – March 2nd, 2007.

Revisor en revistas científicas // Reviewer at scientific journals

• Information Sciences, Imprint: ELSEVIER.
• International Journal of Image and Data Fusion, Imprint: Taylor & Francis.
• Journal of Real-Time Image Processing, Imprint: ELSEVIER.
• EURASIP Journal on Advances in Signal Processing, Imprint: SPRINGER.
• IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Imprint: IEEE.
• IEEE Transactions on Geoscience and Remote Sensing (TGARS), Imprint: IEEE.
• Neural Processing Letters, Imprint: ELSEVIER.
• Pattern Recognition, Imprint: ELSEVIER.

Becas y ayudas recibidas // Grants

• Tipo de beca o ayuda: Ayuda para estancias cortas.
  • Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
  • Centro de aplicación: Deutsches Zentrum Für Luft -Und Raumfahrt (DLR - German Aerospace Center), in Munich (Germany).
  • Fechas: 20/06/2011 – 12/09/2011.
• Tipo de beca o ayuda: Ayuda para estancias cortas.
  • Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
  • Centro de aplicación: CNES-DLR-ENST Competence Centre on Information Extraction and Image Understanding for Earth Observation, in París (France).
  • Fechas: 03/03/2010 – 31/05/2010.
• Tipo de beca o ayuda: Ayuda predoctoral.
  • Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
  • Centro de aplicación: Facultad de Informática (San Sebastián).
  • Fechas: 01/01/2008 – 31/12/2011.
• Tipo de beca o ayuda: Contrato Personal Docente Investigador (PDI).
  • Título: Percepción artificial y control de caos para robótica modular en entornos dinámicos y no estructurados.
  • Entidad adjudicataria: Universidad del País Vasco (UPV/EHU).
  • Centro de aplicación: Facultad de Informática (San Sebastián).
  • Fechas: 23/03/2007 – 31/12/2007.
• Tipo de beca o ayuda: Beca de colaboración.
  • Título: Sistema de CBIR para imágenes hiperespectrales.
  • Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
  • Centro de aplicación: Facultad de Informática (San Sebastián).
  • Fechas: 02/01/2006 – 31/12/2006.
• Tipo de beca o ayuda: Beca de colaboración.
  • Título: Sistema de interacción gestual en tiempo real. Paralelización.
  • Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
  • Centro de aplicación: Facultad de Informática (San Sebastián).
  • Fechas: 01/05/2005 – 31/12/2005.
• Tipo de beca o ayuda: Prácticas en empresa.
  • Título: Desarrollo de módulo de reconocimiento de posiciones corporales.
  • Entidad adjudicataria: Universidad del País Vasco (UPV/EHU) e Innovae Vision S.L.
  • Centro de aplicación: Innovae Vision S.L.
  • Fechas: 01/11/2004 – 30/06/2005.

Participación en proyectos de investigación // Research projects participation

• Proyecto: Técnicas de inteligencia computacional en el proceso de imagen hiperespectral y aplicaciones.
  • Entidad adjudicataria: Ministerio de Ciencia e Innovación del Gobierno Español, TIN2011-28753-C02-02.
  • Investigador principal: Prof. Alicia d'Anjou.
  • Fechas: 2011 – 2013.
• Proyecto: Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal.
  • Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
  • Investigador principal: Prof. Domingos Manuel Mendes Lopes.
  • Fechas: 2006 – 2010.
• Proyecto: Percepcion artificial y control de caos para robotica modular en entornos dinamicos y no estructurados.
  • Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, DPI2006­15346­C03­03.
  • Investigador principal: Prof. Manuel Graña.
  • Fechas: 2007 – 2009.
• Proyecto: Métodos computacionales para la detección de vertidos a partir de información de sensores remotos hiperespectrales y otros.
  • Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, VEM2003­20088­C04­04.
  • Investigador principal: Prof. Manuel Graña.
  • Fechas: 01/11/2003 – 31/10/2006.
• Proyecto: Computación distribuida para servicios web multimedia: servidor de imágenes de múltiples modalidades.
  • Entidad adjudicataria: Departamento de Industria, Comercio y Turismo del Gobierno Vasco, proyectos SAIOTEK.
  • Investigador principal: Prof. Manuel Graña.
  • Fechas: 2004 – 2005.

Diario de trabajo // Work Journal

• Revistas y congresos objetivos // Targeted journals and conferences
• Sensores Hiperespectrales y enlaces relacionados // Hyperspectral Sensors and related links
• Slides, informes y software // Presentations, reports and software
• Enlaces de interés // Links of interest

Estado burocrático de la tesis // Thesis workline

• Contribuciones al análisis y segmentación de imágenes hiperespectrales // Contributions to the analysis and segmentation of hyperspectral images

• Inscrita (Noviembre 2008) // Registered (November 2008)

• Director // Advisor: Prof. Manuel Graña.

• Suficiencia investigadora (Mayo 2009).