Embed Size (px)
Citation preview
Curriculum Vitae
Dr. Miguel A. Veganzones
Postdoctoral researcher at GIPSAlab, CNRS, France.
Last update: November 2015.
CURRICULUM VITAE
ContentsPersonal data.........................................................................................................................................3Languages.............................................................................................................................................3Research positions................................................................................................................................4Education..............................................................................................................................................6Grants...................................................................................................................................................7Awards..................................................................................................................................................8Research projects participation.............................................................................................................9International JCR Journal publications..............................................................................................11National Journal publications.............................................................................................................12Book chapters.....................................................................................................................................12Conference and other publications.....................................................................................................12Teaching.............................................................................................................................................16Participation in scientific events.........................................................................................................17Participation in scientific committees................................................................................................21Participation as scientific referee in JCR journals..............................................................................23Attendance to courses and seminars...................................................................................................24Other information...............................................................................................................................26
Personal data
● Name: Miguel Angel.
● Family name: Veganzones.
● Nationality: Spanish.
● Birth date: August 20th, 1977 (38 years old).
● Postal address: 18B rue Charrel.
● City: Grenoble.
● Postal Code: 38000.
● Country: France.
● Phone: +0033 (0)6 58 40 73 94.
● Email: [email protected] / miguelangel.veganzones@gipsalab.fr
● Web sites:
○ http://www.gipsalab.grenobleinp.fr/page_pro.php?vid=1728
○ http://www.ehu.es/ccwintco/index.php/Usuario:Maveganzones
○ https://scholar.google.com/citations?user=8od6B4AAAAJ&hl=es
Languages● Spanish: native.
● English: professional competence.
● Basque: good understanding (B2).
● French: basic understanding (B1).
Research positions
● Posdoctoral position.
○ Centre: GIPSAlab, CNRS (France).
○ Date: June 2014 – current.
○ Topic: Tensor analysis of hyperspectral imagery.
○ Funding: ERC AdG2013320594 DECODA.
● Posdoctoral position.
○ Centre: GIPSAlab, Université Joseph Fourier (France).
○ Date: January 2014 – May 2014 (4 months).
○ Topic: Development of morphological and statistical tools for hyperspectral data analysis.
○ Funding: GIPSAlab (France).
● Posdoctoral position.
○ Centre: Laboratoire d'étude des Transferts en Hydrologie et Environnement (LTHE), CNRS (France).
○ Date: October 2013 – January 2014 (3 months).
○ Topic: Snow cover mapping by spectral unmixing and hydrological modeling in collaboration with the GIPSAlab.
○ Funding: Laboratoire d'étude des Transferts en Hydrologie et Environnement (LTHE) (France).
● Posdoctoral position.
○ Centre: GIPSAlab, GrenobleINP (France).
○ Date: October 2012 – September 2013 (12 months).
○ Topic: Hyperspectral image analysis: statistical classification and target detection, spectral unmixing by Binary Partition Trees.
○ Funding: Ministère de la Défense (DGA), France.
● Posdoctoral position.
○ Centre: Grupo de Inteligencia Computacional, Universidad del País Vasco (UPV/EHU) (Spain).
○ Date: July 2012 – September 2012 (3 months).
○ Topic: Hyperspectral image analysis by computational intelligent and lattice computing methods: application to multivariate mathematical morphology.
○ Funding: Grupo de Inteligencia Computacional, Universidad del País Vasco (UPV/EHU) (Spain).
● Ph.D. student.
○ Centre: Grupo de Inteligencia Computacional, Universidad del País Vasco (UPV/EHU)
(Spain).
○ Date: January 2008 – December 2011 (48 months).
○ Topic: Hyperspectral image analysis by computational intelligent and lattice computing methods.
○ Funding: Education, Universities and Research department of the Basque Government (Spain).
● Research assistant.
○ Centre: Grupo de Inteligencia Computacional, Universidad del País Vasco (UPV/EHU)better (Spain).
○ Date: March 2007 – December 2007. (10 months).
○ Topic: Artificial perception and chaos control for modular robotics into dynamic and not structured environments.
○ Funding: Grupo de Inteligencia Computacional, Universidad del País Vasco (UPV/EHU) (Spain).
Education
● French academy qualification for teaching and researching (qualification Maître de Conferences).
○ CNU Section: (61) Génie informatique, automatique et traitement du signal.
○ Date: January 2015.
○ Qualification number: 15261275191.
● International PhD in Computer Science and Artificial Intelligence (cum laude).
○ University: Universidad del País Vasco (UPV/EHU), Spain.
○ Date: June 2012.
○ Thesis title: "Contributions to hyperspectral image processing from lattice computing and computational intelligence"
○ Advisor: Prof. Dr. Manuel Graña Romay
● Master of Advanced Studies in Computational Intelligence.
○ University: Universidad del País Vasco (UPV/EHU), Spain.
○ Date: May 2009.
● Computer Science Engineer.
○ University: Universidad del País Vasco (UPV/EHU), Spain.
○ Date: June 2005.
Grants
● Grant: Visiting researcher.
○ Entity: Partenariat Hubert Curien (PHC) between the Culture, Education and Sciences Ministry of Iceland and French Ministry of Affaires étrangères (MAE) and Ministry of l'Enseignement supérieur et de la Recherche (MESR). Programme Jules Verne.
○ Application center: Faculty of Electrical Engineering and Computer Engineering, University of Iceland (Reykjavik, Iceland).
○ Dates: 3/12/2014 – 10/12/2014.
● Grant: International short internship.
○ Entity: Education, Universities and Research department of the Basque Government (Departamento de Educación, Universidades e Investigación del Gobierno Vasco).
○ Application center: Deutsches Zentrum Für Luft Und Raumfahrt (DLR German Aerospace Center), in Munich (Germany).
○ Dates: 20/06/2011 – 12/09/2011.
● Grant: International short internship.
○ Entity: Education, Universities and Research department of the Basque Government (Departamento de Educación, Universidades e Investigación del Gobierno Vasco).
○ Application center: CNESDLRENST Competence Centre on Information Extraction and Image Understanding for Earth Observation, in París (France).
○ Dates: 03/03/2010 – 31/05/2010.
● Grant: Predoctoral scholarship.
○ Entity: Education, Universities and Research department of the Basque Government (Departamento de Educación, Universidades e Investigación del Gobierno Vasco).
○ Application center: Computers Science faculty in San Sebastián, Universidad del País Vasco (UPV/EHU).
○ Dates: 01/01/2008 – 31/12/2011.
● Grant: Research Assistant contract / Contrato Personal Docente Investigador (PDI).
○ “Percepción artificial y control de caos para robótica modular en entornos dinámicos y no estructurados. (Artificial perception and chaos control for modular robotics into dynamic and not structured environments)”
○ Entity: Universidad del País Vasco (UPV/EHU).
○ Application center: Computers Science faculty in San Sebastián, Universidad del País Vasco (UPV/EHU).
○ Dates: 23/03/2007 – 31/12/2007.
● Grant: Collaboration grant.
○ “Sistema de CBIR para imágenes hiperespectrales. (CBIR system for hyperspectral images)”
○ Entity: Ciencia de la Computación e Inteligencia Artificial (CCIA) department, Universidad del País Vasco (UPV/EHU).
○ Application center: Computers Science faculty in San Sebastián, Universidad del País Vasco (UPV/EHU).
○ Dates: 02/01/2006 – 31/12/2006.
● Grant: Collaboration grant.
○ “Sistema de interacción gestual en tiempo real. Paralelización. (Realtime gesturesbasedinteraction system. Parallelization.)“
○ Entity: Ciencia de la Computación e Inteligencia Artificial (CCIA) department, Universidad del País Vasco (UPV/EHU).
○ Application center: Computers Science faculty in San Sebastián, Universidad del País Vasco (UPV/EHU).
○ Dates: 01/05/2005 – 31/12/2005.
● Grant: Job practices
○ “Desarrollo de módulo de reconocimiento de posiciones corporales (Poses recognition module development)”.
○ Entity: Universidad del País Vasco (UPV/EHU) and Innovae Vision S.L.
○ Application center: Innovae Vision S.L.
○ Dates: 01/11/2004 – 30/04/2005.
Awards
● Award: Top 10% paper
○ Hyperspectral superresolution of locally lowrank images from complementary multisource data.”
○ M.A. Veganzones, J. Bioucas, M. Simoes, G. Licciardi and J. Chanussot.
○ Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP), pp. 703707, 2730 Oct. 2014.
Research projects participation
● Project: “Tensor Data Analysis, with an emphasis on applications to health and environment. (DECODA)”.
○ Entity: European Research Council under the European Community’s Seventh Framework Programme FP7/20072013 Grant Agreement no. 320594..
○ Principal researcher: Prof. Pierre Comon.
○ Dates: May 2014 – current.
● Project: “Etude sur les techniques robustes de détection, d'estimation de paramètres statistiques et de classification pour l'imagerie hyperspectrale”.
○ Entity: Direction Generale de L'Armement (DGA), Ministère de la Défense, RépubliqueFrançaise.
○ Principal researcher: Prof. JeanPhilippe Ovarlez and Prof. Jocelyn Chanussot.
○ Dates: October 2012 – September 2013.
● Project: “HyperIC: Computational intelligence techniques for hyperspectral image processing and the expansion and popularization of its applications ”.
○ Entity: Science and Technology Office of the Spanish Government (Ministerio de Ciencia y Tecnología del Gobierno Español).
○ Principal researcher: Prof. Richard J. Duro Fernández.
○ Dates: 20112013.
● Project: “Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal (Mixed forests. Modelling, dynamics and geographic distribution of the carbon production and fixation in Potuguese mixed forest ecosystems)”.
○ Entity: Fundaçao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGRCFL/68186/2006.
○ Principal researcher: Prof. Domingos Manuel Mendes Lopes.
○ Dates: 2006 – 2010.
● Project: “Percepcion artificial y control de caos para robotica modular en entornos dinamicos y no estructurados (Artifical perception and chaos control for modular robotics into dynamic and not structured environments)”.
○ Entity: Science and Technology Office of the Spanish Government (Ministerio de Ciencia y Tecnología del Gobierno Español), DPI200615346C0303.
○ Principal researcher: Prof. Manuel Graña.
○ Dates: 2007 – 2009.
● Project: “Métodos computacionales para la detección de vertidos a partir de información de sensores remotos hiperespectrales y otros (Computational methods for effluents detection from hyperspectral and other remote sensing sensors information)”.
○ Entity: Science and Technology Office of the Spanish Government (Ministerio de Ciencia y Tecnología del Gobierno Español), VEM200320088C0404.
○ Principal researcher: Prof. Manuel Graña.
○ Dates: 01/11/2003 – 31/10/2006.
● Project: “Computación distribuida para servicios web multimedia: servidor de imágenes de múltiples modalidades (Distributed computation for multimedia web services: multiple modalities image server)”.
○ Entity: SAIOTEK projects. Industry, Commerce and Tourism department of the BasqueGovernment (Departamento de Industria, Comercio y Turismo del Gobierno Vasco).
○ Principal researcher: Prof. Manuel Graña.
○ Dates: 2004 – 2005.
International JCR Journal publications
1. “Hierarchical segmentation of multimodal images.” Guillaume Tochon, Mauro Dalla Mura, Miguel A. Veganzones and Jocelyn Chanussot. Pattern Recognition (submitted).
2. “Hyperspectral local intrinsic dimensionality.” Lucas Drumetz, Miguel A. Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Giorgio Licciardi, Christian Jutten and Jocelyn Chanussot. IEEE Transactions on Geoscience and Remote Sensing (under revision).
3. "Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability .” Lucas Drumetz, Miguel A. Veganzones, Simon Henrot, Ronald Phlypo, Jocelyn Chanussot,and Christian Jutten. IEEE Transactions on Image Processing (under revision).
4. "CP nonnegative tensor decomposition of hyperspectral data." Miguel A. Veganzones, Jeremy Cohen, Rodrigo CabralFarias, Jocelyn Chanussot and Pierre Comon. IEEE Transactions on Geoscience and Remote Sensing (In Press).
5. “Hyperspectral superresolution of locally low rank images from complementary multisource data.” Miguel A. Veganzones, M. Simoes, G. Licciardi, N. Yokoya, J.M. BioucasDias and J. Chanussot. IEEE Transactions on Image Processing (In Press).
6. “Hyperspectral Anomaly Detectors using Robust Estimators.” Joana FronteraPons, Miguel A. Veganzones, Frédéric Pascal and JeanPhilippe Ovarlez. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (In Press). 2015.
7. “Introducing Hyperspectral Pansharpening .” Laetitia Loncan, Luis B. Almeida, Jose M.BioucasDias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, WenzhiLiao, Giorgio A. Licciardi, Miguel Simoes, JeanYves Tourneret, Miguel A. Veganzones, Gemine Vivone, Qi Wei and Naoto Yokoya . IEEE Geoscience and Remote Sensing Magazine, vol.3, no.3, pp.2746, Sep. 2015.
8. “A novel negative abundanceoriented hyperspectral unmixing algorithm.” Rubén Marrero, Sebastian Lopez, Gustavo M. Callico, Miguel A. Veganzones, Antonio Plaza, Jocelyn Chanussot and Roberto Sarmiento. IEEE Transactions on Geoscience and Remote Sensing, vol.53, no.7, pp.37723790, Jul. 2015.
9. “Hyperspectral image segmentation using a new spectral unmixingbased binary partition tree representation .” Miguel A. Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, and Jocelyn Chanussot. IEEE Transactions on Image Processing, vol.23, no.8, pp.35743589, Aug. 2014.
10. “Further results on dissimilarity spaces for hyperspectral images RFCBIR.” Miguel A. Veganzones, Mihai Datcu and Manuel Graña. Pattern Recognition Letters 34(14), pp 16591668. October 2013.
11. "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 5(2), pp 488500. 2012.
12. "Endmember induction by Lattice Associative Memories and MultiObjective Genetic Algorithms." Manuel Graña and Miguel A. Veganzones. EURASIP Journal on Advances inSignal Processing, 2012, nº.1: 64. March 13, 2012.
13. "An Endmemberbased distance for content based hyperspectral image retrieval." Manuel Graña and Miguel A. Veganzones. Pattern Recognition 49(9), pp 34723489. 2012.
National Journal publications
1. "Implementation of an userfriendly interface for the ForestBGC model." 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 08706352. 2010.
Book chapters
1. “Hybrid Computational Methods for Hyperspectral Image Analysis.” Miguel A. Veganzones and Manuel Graña. Chapter on the “Hybrid Artificial Intelligent Systems” book, vol. 7209, E. Corchado, V. Snásel, A. Abraham, M. Wozniak, M. Graña, y S.B. Cho, Eds. Springer Berlin / Heidelberg, 2012, pp. 424435.
2. “Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal.” Miguel A. Veganzones, Leonia Nunes, Carmen Hernández, Domingos Lopes; Chapter of the “Actas de las III Jornadas de Inteligencia Computacional, JIC'09” book; Ekaitz Zulueta (Ed.); Basque Country University Editorial. 2009.
3. "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods." Miguel A. Veganzones; Book chapter in the “Actas de las II Jornadas de Inteligencia Computacional, JIC'08” book; Ramón Moreno Jimenez, Alexandre Manhaes Savio (Eds.); ISBN 9788429623161; Basque Country University Editorial. 2008.
4. "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.3, Springer Verlag; ISBN: 9783540793526. 2008.
5. "Actas de las I Jornadas de Inteligencia Computacional – JIC'07." Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa GarcíaSebastián (Eds.); Basque Country University Editorial; ISBN: 9788498600193. 2007.
6. "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 GarcíaSebastián (Eds.); Basque Country University Editorial; ISBN: 9788498600193. 2007.
Conference and other publications
1. “Segmentation of multimodal images by fusion of hierarchies.” G. Tochon, M. Dalla Mura, M. A. Veganzones and, J. Chanussot. 2015 IEEE GRSS Data Fusion Contest. 2015. (accepted)
2. “Comparison of nine hyperspectral pansharpening methods.” Laëtitia Loncan, Luis B. Almeida, José Bioucas Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio Antonino Licciardi, Miguel Simoes, Jean Yves Tourneret,
Miguel Angel Veganzones, Gemine Vivone, Qi Wei and Naoto Yokoya. Proceedings of the IEEE Geoscience and Remote Sensing Society, the International Geoscience and Remote Sensing Symposium 2015 (IGARSS). 2015. (accepted)
3. “Multilinear spectral unmixing of hyperspectral multiangle images.” Miguel A. Veganzones, Jeremy Cohen, Rodrigo CabralFarias, Ruben Marrero, Jocelyn Chanussot andPierre Comon. Proceedings of the 23rd European Signal Processing Conference (EUSIPCO). 2015. (accepted)
4. “Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability .” L. Drumetz, S. Henrot, M.A. Veganzones, J. Chanussot and, C. Jutten. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). 2015. (accepted).
5. “Impact of hybrid pansharpening approaches applied to hyperspectral images.” G. Licciardi, M. A. Veganzones, G. Vivone, L. loncan and J. Chanussot. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing(IEEEWHISPERS). 2015. (accepted).
6. “Binary Partition Treesbased spectralspatial permutation ordering.” Miguel A. Veganzones, Mauro Dalla Mura, Guillaume Tochon and Jocelyn Chanussot. Proceedings ofthe 12th International Symposium on Mathematical Morphology (ISMM), pp. 434445. 2729 May, 2015.
7. “Superresolution of hyperspectral images using local spectral unmixing .” G. Licciardi,M.A. Veganzones, M. Simoes, J.M. BioucasDias and J. Chanussot. Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). 2014. (In press).
8. “Local spectral unmixing.” L. Drumetz, M.A. Veganzones, R. Marrero, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot. Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). 2014. (In press).
9. “A new extended linear mixing model to address spectral variability.” M.A. Veganzones, L. Drumetz, G. Tochon, M. Dalla Mura, A. Plaza, J. Bioucas and J. Chanussot.Proceedings of the 6rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). 2014. (In press).
10. “Hyperspectral superresolution of locally lowrank images from complementary multisource data.” M.A. Veganzones, J. Bioucas, M. Simoes, G. Licciardi and J. Chanussot. Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP), pp. 703707, 2730 Oct. 2014.
11. “Binary partition treesbased robust adaptive hyperspectral RX anomaly detection.” Miguel A. Veganzones, Joana FronteraPons, Frederic Pascal, JeanPhilippe Ovarlez and Jocelyn Chanussot. Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP), pp. 50775081, 2730 Oct. 2014.
12. “Robust anomaly detection in hyperspectral imaging.” J. FronteraPons, M.A. Veganzones, S. VelascoForero, J. Chanussot, F. Pascal, J.P. Ovarlez. Proceedings of the 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 46044607, 1318 July 2014.
13. “Improved subpixel monitoring of seasonal snow cover: a case study in the alps.” M.A.
Veganzones, M. Dalla Mura, M. Dumont, I. Zin, J. Chanussot. Proceedings of the 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 39763979, 1318 July 2014.
14. “CFAR hierarchical clustering of polarimetric SAR data.” Pierre Formont, Miguel A. Veganzones, Joana FronteraPons, Frederic Pascal, JeanPhilippe Ovarlez and Jocelyn Chanussot. Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 24612464, 2126 July 2013.
15. “A comparison study between windowing and binary partition trees for hyperspectral image information mining.” Miguel A. Veganzones, Guillaume Tochon, Mauro DallaMura, Antonio J. Plaza and Jocelyn Chanussot. Proceedings of the 2013 IEEE InternationalGeoscience and Remote Sensing Symposium (IGARSS), pp. 43754378, 2126 July 2013.
16. “Spatiotemporal cellular automatabased filtering for image sequence denoising: application to fluoroscopic sequences.” Blanca Priego,Miguel A. Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto and Richard Duro. Proceedings of the 2013 IEEE International Conference on Image Processing (ICIP), pp. 548552, 1518 Sept. 2013.
17. “Hyperspectral image segmentation using a new spectral mixturebased binary partition tree representation.” Miguel A. Veganzones, Guillaume Tochon, Mauro DallaMura, Antonio J. Plaza and Jocelyn Chanussot. Proceedings of the 2013 IEEE InternationalConference on Image Processing (ICIP), pp. 245249, 1518 Sept. 2013.
18. “On the use of Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data.” Miguel A. Veganzones, Joana FronteraPons, Jocelyn Chanussot, and Jean P. Ovarlez. Proceedings of the 5rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). 2013. (In press)
19. “Segmentation hyperspectrale adaptée au démélangeage spectral au moyen d'un arbrede partition binaire.” G. Tochon, M.A. Veganzones, M. Dalla Mura, A.J. Plaza, J. Chanussot. Proceedings of the GRETSI colloquium. 2013.
20. “On hyperspectral morphology by lattice autoassociative memories supervised orderings.” Miguel A. Veganzones and Manuel Graña. In Proceedings of the 16th international conference on KnowledgeBased Intelligent Information and Engineering Systems (KES 2012), San Sebastián, Spain, 2012.
21. “Relevance feedback by dissimilarity spaces for hyperspectral CBIR.” Miguel A. Veganzones and Manuel Graña, In Proceedings of the ESAEUSCJRC 2012 Conference, Oberpfaffenhofen, Germany, 2012.
22. “Dictionary based hyperspectral image retrieval.” Miguel A. Veganzones and Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012), Vilamoura, Portugal, 2012.
23. “Lattice AutoAssociative Memories induced Supervised Ordering defining a Multivariate Morphology on Hyperspectral data.” Miguel A. Veganzones and Manuel Graña. Proceedings of the Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2012), 2012 4rd Workshop on, Shangai, China, 2012.
24. "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 (IEEEWHISPERS). 2011.
25. “Validation of a Hyperspectral ContentBased Information Retrieval (RSCBIR) 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.
26. “A novel data compression technique for remote sensing data mining.” Avid RománGonzález, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Proceedings of the ESAEUSCJCR. 2011.
27. “Validation of remote sensing contentbased information retrieval (RSCBIR) systems upon scarce data.” Miguel A. Veganzones, Manuel Graña. Proceedings of the ESAEUSCJCR. 2011.
28. “On the use of a hybrid approach to contrast Endmember Induction Algorithms.” Miguel A. Veganzones, Carmen Hernández; HAIS2010 Proceedings, Part II, LNAI 6077, pp: 6976; ISSN 03029743; SpringerVerlag. 2010.
29. "Endmember extraction methods: a short review." Miguel Angel Veganzones, Manuel Graña; I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008 proceedings, Part III, LNAI 5179, pp:400407; ISBN: 9783540855668; SpringerVerlag Berlin Heidelberg. 2008.
30. "A Remote Mycological Assistant." Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; IDAACS 2007: Intelligent Data Acquisition And Advanced Computing Systems: Technology and Applications Proceedings (IEEE Press); ISBN: 1424413486. 2007.
31. "Spectral indexing for Hyperspectral image CBIR." José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña; ESAEUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP274). 2006.
Teaching
● Laboratory of “Image Analysis” (TP – Travaux Pratique).
○ ENSE3, Grenoble, France.
○ April 2015 (8 hours).
● Laboratory of “Audio and Communication” (TP – Travaux Pratique).
○ ENSE3, Grenoble, France.
○ February 2015 (8 hours).
● Laboratory of “Image Analysis” (TP – Travaux Pratique).
○ ENSE3, Grenoble, France.
○ OctoberDecember 2014 (16 hours).
● Laboratory of “Remote Sensing” (TP – Travaux Pratique).
○ ENSE3, Grenoble, France.
○ November 2014 January 2015 (8 hours).
● Lectures of “Computer Vision”.
○ Basque Country University, Spain.
○ Part of the Engineering on Computer Science degree.
○ 2010 – 2012 (8 hours).
● Lectures of “Artificial Perception”.
○ Basque Country University, Spain.
○ Part of the Doctoral degree on Computer Science.
○ 2010 – 2012 (8 hours).
Participation in scientific events
● “Multilinear spectral unmixing of hyperspectral multiangle images.” Miguel A. Veganzones, Jeremy Cohen, Rodrigo CabralFarias, Ruben Marrero, Jocelyn Chanussot andPierre Comon. Communication at the 23rd European Signal Processing Conference (EUSIPCO), Nice, France, 14 September, 2015.
● “Hyperspectral superresolution of locally lowrank images from complementary multisource data.” M.A. Veganzones, J. Bioucas, M. Simoes, G. Licciardi and J. Chanussot. Poster at the Workshop on Structured LowRank Approximation, GIPSAlab, Grenoble, France, 12 June, 2015.
● “Multilinear unmixing of hyperspectral time series / multiangle data.” Miguel A. Veganzones. Communication at the 2015 Journée Teledetection et Parcimonie (GDRISIS), Paris, France, March 26, 2015.
● “Detecting galaxies from the Multi Unit Spectroscopic Explorer (MUSE) by means of robust hyperspectral anomaly detectors.” Miguel A. Veganzones. Communication at the 2014 Rencontres d'Astrostatistics. Grenoble, France, November 14, 2014.
● “Hyperspectral superresolution of locally lowrank images from complementary multisource data.” M.A. Veganzones, J. Bioucas, M. Simoes, G. Licciardi and J. Chanussot. Communication at the 2014 IEEE International Conference on Image Processing (ICIP). Paris, France, October 2730, 2014.
● “On the use of binary partition trees for robust adaptive RX hyperspectral anomaly detection.” Miguel A. Veganzones, Joana FronteraPons, Frederic Pascal, JeanPhilippe Ovarlez and Jocelyn Chanussot. Poster at the 2014 IEEE International Conference on Image Processing (ICIP). Paris, France, October 2730, 2014.
● “Robust anomaly detection in hyperspectral imaging.” J. FronteraPons, M.A. Veganzones, S. VelascoForero, J. Chanussot, F. Pascal, J.P. Ovarlez. Communication at the 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Quebec, Canada, July 1317, 2014.
● “Improved subpixel monitoring of seasonal snow cover: a case study in the alps.” M.A. Veganzones, M. Dalla Mura, M. Dumont, I. Zin, J. Chanussot. Poster at the 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Quebec, Canada, July 1317, 2014.
● “Superresolution of hyperspectral images using local spectral unmixing .” G. Licciardi,M.A. Veganzones, M. Simoes, J.M. BioucasDias and J. Chanussot. Communication at the 6rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing(IEEEWHISPERS). Lausanne, Switzerland, June 2427, 2014.
● “Local spectral unmixing.” L. Drumetz, M.A. Veganzones, R. Marrero, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot. Communication at the 6rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). Lausanne, Switzerland, June 2427, 2014.
● “A new extended linear mixing model to address spectral variability.” M.A. Veganzones, L. Drumetz, G. Tochon, M. Dalla Mura, A. Plaza, J. Bioucas and J. Chanussot.Poster at the 6rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). Lausanne, Switzerland, June 2427, 2014.
● “Hyperspectral image segmentation using a new spectral mixturebased binary partition tree representation.” Miguel A. Veganzones, Guillaume Tochon, Mauro DallaMura, Antonio J. Plaza and Jocelyn Chanussot. Poster at the 2013 IEEE International Conference on Image Processing (ICIP). Melbourne, Australia, September 1518, 2013.
● “Spatiotemporal cellular automatabased filtering for image sequence denoising: application to fluoroscopic sequences.” Blanca Priego,Miguel A. Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto and Richard Duro. Communication at the 2013 IEEE International Conference on Image Processing (ICIP). Melbourne, Australia, September 1518, 2013.
● “Segmentation hyperspectrale adaptée au démélangeage spectral au moyen d'un arbrede partition binaire.” G. Tochon, M.A. Veganzones, M. Dalla Mura, A.J. Plaza, J. Chanussot. Poster at the GRETSI colloquium. September 36, 2013.
● “CFAR hierarchical clustering of polarimetric SAR data.” Pierre Formont, Miguel A. Veganzones, Joana FronteraPons, Frederic Pascal, JeanPhilippe Ovarlez and Jocelyn Chanussot. Poster at the 2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Melbourne, Australia. July 2126, 2013.
● “A comparison study between windowing and binary partition trees for hyperspectral image information mining.” Miguel A. Veganzones, Guillaume Tochon, Mauro DallaMura, Antonio J. Plaza and Jocelyn Chanussot. Communication at the 2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Melbourne, Australia. July 2126, 2013.
● “On the use of Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data.” Miguel A. Veganzones, Joana FronteraPons, Jocelyn Chanussot, and Jean P. Ovarlez. Poster at the 5rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS). Gainesville, Florida, USA, June 2528, 2013.
● "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. Communication at the 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 2830, 2012.
● "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. Communication at the 1st International Conference on Pattern Recognition Applications and Methods. Special session on Pattern Recognition Applications in RemotelySensed Hyperspectral Image Analysis. Algarve, Portugal. February 68, 2012.
● "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. Communication at the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEEWHISPERS 2011). Lisbon, Portugal. June 69, 2011.
● "A novel data compression technique for remote sensing data mining." Avid RománGonzález, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Poster at the ESAEUSCJRC 2011 Image Information Mining: Geospatial Intelligence from Earth Observation conference. JRC Institute for the Protection and Security of the Citizen, Ispra Varese (Italy). March 30 April 1, 2011.
● "Validation of remote sensing contentbased information retrieval (RSCBIR) systems
upon scarce data." Miguel A. Veganzones, Manuel Graña. Poster at the ESAEUSCJRC 2011 Image Information Mining: Geospatial Intelligence from Earth Observation conference. JRC Institute for the Protection and Security of the Citizen, Ispra Varese (Italy). March 30 April 1, 2011.
● "Validation of a Hyperspectral ContentBased Information Retrieval (RSCBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. Communication at the International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 68th April, 2011.
● “NPP in Portuguese forest ecosystems based on FORESTBGC 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. Universidade de TrásosMontes e Alto Douro (UTAD), Vila Real, Portugal. October 6th8th, 2010.
● “Regression techniques and neural networks for estimating LAI from remote sensing data: an application case using forestBGC.” Leónia Nunes, Carmen Hernandez, Miguel Veganzones, Margarida L. R. Liberato, Manuel Graña, Domingos Lopes. Communication atthe "Operational tools in forestry using remote sensing techniques ForestSat 2010" conference. Lugo and Santiago de Compostela, Spain. September 7th9th, 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". San Sebastian (Spain). June 23rd25th, 2010.
● “Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal”. Communication on the 3rd. Jornadas de Inteligencia Computacional. Vitoria (Spain). October 10th, 2009. http://www.ehu.es/ocs/index.php/icomputacional.
● “Ciração de uma interface amigavel para ForestBGC”. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal". Oeiras (Portugal). September 25th, 2009.
● Attendance to the "3rd HYPERINET Summer School Hyperspectral data: from images to information" in Pavia (Italy). September, 811th 2009. http://hyperinet.multimediacampus.it/events.htm.
● Attendance to the "First workshop on hyperspectral image and signal processing: evolution in remote sensing" in Grenoble (France). August, 2628th 2009. http://www.ieeewhispers.com/.
● Communication in the second meeting for the Red TemáticaTemática en Codificación y Transmisión de Contenidos Multimedia in Barcelona, February, 27th 2009. https://gici.uab.es/wiki_red_tematica.
● Attendance to the "VII Jornadas de Jóvenes Investigadores" in Barcelona (Spain). February2527th, 2009. http://www.precarios.org/jornadas2009.
● "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on KnowledgeBased and Intelligent Information & Engineering Systems KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 35th, 2008. http://kes2008.kesinternational.org/.
● Attendance to the "2nd Workshop on Computational Intelligence JIC'08" in Verona (Italy). May 1316th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.
● "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 1316th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.
● Attendance to the "VI Jornadas de Jóvenes Investigadores" in Granada (Spain). February 1315th, 2008. http://www.precarios.org/users/jornadas.
● Attendance to the "First HYPERINET School on Hyperspectral Imaging" in Caceres (Spain). October 2931th, 2007. http://hyperinet.multimediacampus.it/event1.htm.
● "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; Poster at the IDAACS 2007: Intelligent Data Acquisition And Advanced Computing Systems: Technology and Applications congress. September 68th, 2007. http://www.umcs.maine.edu/~idaacs/2007/.
Participation in scientific committees
● Program Committee member of the International Conference on Geographical Information Systems Theory, Applications and Management since 2014.
● Scientific referee at Workshop on Hyperspectral Image and Signal Processing: Evolution inRemote Sensing (WHISPERS) since 2014.
● Program Committee member of the International Conference on Intelligent Systems Design and Applications (ISDA) since 2014.
● Program Committee member of the International Conference of Soft Computing and Pattern Recognition (SoCPaR) since 2014.
● Program Committee member of the World Congress on Information Technology (WCIT) since 2012.
● Program Committee member of the International Conference on Next Generation Web Services Practices (NWeSP) since 2011.
● Program Committee member of the International Conference on Computational Aspects of Social Networks (CASoN) since 2011.
● Program Committee member of the World Congress on Nature and Biologically Inspired Computing (NaBIC) since 2011.
● Program Committee member of the International WorkConference on Artificial Neural Networks (IWANN) since 2007.
● Local organizing committee member of the 16th international conference on KnowledgeBased Intelligent Information and Engineering Systems (KES 2012), San Sebastián, Spain, September 10th12th, 2012.
● Scientific referee at "15th IEEE International Conference on Emerging Technologies and Factory Automation ETFA 2010" in Bilbao (Spain). September 13th16th, 2010.
● Local organizing committee member of the "5th International Conference on Hybrid Artificial Intelligence Systems HAIS 2010" in San Sebastian (Spain). June 23rd25th, 2010. http://www.ehu.es/ccwintco/hais2010/.
● Program Committee member of the International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS (HAIS) since 2010.
● Scientific referee at "9th International Conference on Intelligent Systems Design and Applications (ISDA'09)" in Pisa (Italy). November, 30th December, 2nd, 2009. http://cig.iet.unipi.it/isda09/.
● Organizing committee member of the conference "La Ciencia desde la perspectiva de la Universidad, la Sociedad y la Empresa (Science from the university, society and business view point)" in the Science and Technology Faculty, Universidad del Pais Vasco (UPV/EHU) in Leioa (Spain). March 4th, 11th, 18th and 25th 2009.
● Chair of the "12th International Conference on KnowledgeBased and Intelligent Information & Engineering Systems KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 35th, 2008. http://kes2008.kesinternational.org/.
● Organizing committee member of the "1st Workshop on Computational Intelligence JIC'07" in San Sebastian (Spain). October 2425th, 2007. http://www.ehu.es/computationalintelligence/index.php/Jic07.
● Local organizing committee member of the "9th International WorkConference on Artificial Neural Networks IWANN 2007 (Computational and Ambient Intelligence)" in San Sebastian (Spain). June 2022th, 2007. http://iwann2005.ugr.es/2007/.
● Local organizing committee member of the "V Jornadas de Jóvenes Investigadores – Gazte Ikertzaileen V Jardunaldiak", Bilbao (Spain), February 28th – March 2nd, 2007. http://www.ehu.es/ikertzaileprekarioak/jornadas2007/index.html.
Participation as scientific referee in JCR journals● Pattern Recognition, ELSEVIER.
● Pattern Recognition Letters, ELSEVIER.
● Information Science Journal, ELSEVIER.
● Journal of RealTime Image Processing, ELSEVIER.
● IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE.
● IEEE Transactions on Geoscience and Remote Sensing, IEEE.
● IEEE Geoscience and Remote Sensing Letters, IEEE.
● IEEE transactions on Image Processing, IEEE.
● IEEE Sensors Journal, IEEE.
● International Journal of Image and Data Fusion, TAYLOR & FRANCIS.
● International Journal of Digital Earth, TAYLOR & FRANCIS.
● Neural Processing Letters, SPRINGER.
● EURASIP Journal on Advances in Signal Processing, HENDAWI.
● Journal of Electrical Engineering, MAJLESI.
● Remote Sensing, Multidisciplinary Digital Publishing Institute (MDPI).
● Entropy, Multidisciplinary Digital Publishing Institute (MDPI).
Attendance to courses and seminars
● “La elaboración del plan comercial (Business planning)” seminar.
○ Entity: Programa Entreprenari, organized by the Universidad del País Vasco and BIC Gipuzkoa Berrilan.
○ Hours: 5.
○ Date: April 2007.
● “Constitución de la empresa (Company make up)” seminar.
○ Entity: Programa Entreprenari, organized by the Universidad del País Vasco and BIC Gipuzkoa Berrilan.
○ Hours: 3.
○ Date: April 2007.
● “Análisis de la viabilidad de mercado de una iniciativa (Market viability analysis for a business initiative)” seminar.
○ Entity: Programa Entreprenari, organized by the Universidad del País Vasco and BIC Gipuzkoa Berrilan.
○ Hours: 5.
○ Date: April 2007.
● “Cómo evaluar/valorar una oportunidad de negocio (How evaluate/assess a business opportunity)” seminar.
○ Entity: Programa Entreprenari, organized by the Universidad del País Vasco and BIC Gipuzkoa Berrilan.
○ Hours: 5.
○ Date: March 2007.
● “Claves del éxito en la búsqueda de empleo y en el desarrollo profesional (Successful keys for the job search and profesional development)” course.
○ Entity: Universidad del País Vasco, Summer Courses.
○ Hours: 30.
○ Date: September 2005.
● “Ciencia, progreso y educación (Science, progress and education)” course.
○ Entity: Universidad del País Vasco, Summer Courses.
○ Hours: 40.
○ Date: September 2005.
● “Astrofísica conceptual (Conceptual astrophysics)” course.
○ Entity: Miramón, Kutxaespacio de la Ciencia.
○ Hours: 20.
○ Date: July 2005.
● “Cómo hablar bien al público, garantía de éxito personal, profesional y social (how to speak well to an audience: personal, professional and social successful guarantee )” course.
○ Entity: Universidad del País Vasco, Summer Courses.
○ Hours: 32.
○ Date: September 2003.
● “Bioinformática desde la inteligencia artificial (Bioinformatics from the Artificial Intelligence)” course.
○ Entity: Universidad del País Vasco, Summer Courses.
○ Hours: 40.
○ Date: September 2003.
Other information● IEEE member Nº 90346130.
● Member of the IEEE Geoscience and Remote Sensing Society.
● Member of the IEEE Computational Intelligence Society.
● Member of the IEEE Signal Processing Society.
● Member of the CNRS GDR 720 ISIS (Information, Signal, Image et ViSion).
● Member of the CNRS GDR 3708 MADICS (Masses de Données, Informations et Connaissances en Sciences).
● President of the Basque Country Young Researchers Association "Ikertzaile Prekarioak Investigadores Precarios" (IP). http://www.ehu.es/ikertzaileprekarioak/. January, 2009 – March 2011.
● Member of the Basque Country Young Researchers Association "Ikertzaile Prekarioak Investigadores Precarios" (IP). http://www.ehu.es/ikertzaileprekarioak/.
● Member of the Young Researchers Federation (FJI). http://precarios.org.
● Google Scholar profile.
● Linkedin profile.
● Research Gate profile.
![arXiv:2004.00786v1 [cs.CV] 2 Apr 2020 · David Alejandro Jimenez-Sierray, Hernan Dar´ ´ıo Ben´ıtez-Restrepo y, Hernan Dar´ ´ıo Vargas-Cardona y Jocelyn Chanussot? y Pontificia](https://img.pdfslide.net/doc/110x75/5f0a641c7e708231d42b67c0/arxiv200400786v1-cscv-2-apr-2020-david-alejandro-jimenez-sierray-hernan-dar.jpg)
