Concept
Imagerie hyperspectrale
Personnes associées (50)
Sabine Süsstrunk
Prof. Dr. Sabine Süsstrunk leads the Image and Visual Representation Lab in the School of Computer and Communication Sciences (IC) at EPFL since 1999. From 2015-2020, she was also the first Director of the Digital Humanities Institute (DHI), College of Humanities (CdH). Her main research areas are in computational photography, computational imaging, color image processing and computer vision, machine learning, and computational image quality and aesthetics. Sabine has authored and co-authored over 200 publications, of which 7 have received best paper/demo awards, and holds over 10 patents. Sabine served as chair and/or committee member in many international conferences on image processing, computer vision, and image systems engineering. She is President of the Swiss Science Council SSC, Founding Member and Member of the Board (President 2014-2018) of the EPFL-WISH (Women in Science and Humanities) Foundation, Member of the Board of the SRG SSR (Swiss Radio and Television Corporation), and Member of the Board of Largo Films. She received the IS&T/SPIE 2013 Electronic Imaging Scientist of the Year Award for her contributions to color imaging, computational photography, and image quality, and the 2018 IS&T Raymond C. Bowman and the 2020 EPFL AGEPoly IC Polysphere Awards for excellence in teaching. Sabine is a Fellow of IEEE and IS&T.
Pierre Vandergheynst
Pierre Vandergheynst received the M.S. degree in physics and the Ph.D. degree in mathematical physics from the Université catholique de Louvain, Louvain-la-Neuve, Belgium, in 1995 and 1998, respectively. From 1998 to 2001, he was a Postdoctoral Researcher with the Signal Processing Laboratory, Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland. He was Assistant Professor at EPFL (2002-2007), where he is now a Full Professor of Electrical Engineering and, by courtesy, of Computer and Communication Sciences. As of 2015, Prof. Vandergheynst serves as EPFL’s Vice-Provost for Education. His research focuses on harmonic analysis, sparse approximations and mathematical data processing in general with applications covering signal, image and high dimensional data processing, computer vision, machine learning, data science and graph-based data processing. He was co-Editor-in-Chief of Signal Processing (2002-2006), Associate Editor of the IEEE Transactions on Signal Processing (2007-2011), the flagship journal of the signal processing community and currently serves as Associate Editor of Computer Vision and Image Understanding and SIAM Imaging Sciences. He has been on the Technical Committee of various conferences, serves on the steering committee of the SPARS workshop and was co-General Chairman of the EUSIPCO 2008 conference. Pierre Vandergheynst is the author or co-author of more than 70 journal papers, one monograph and several book chapters. He has received two IEEE best paper awards. Professor Vandergheynst is a laureate of the Apple 2007 ARTS award and of the 2009-2010 De Boelpaepe prize of the Royal Academy of Sciences of Belgium.
Edoardo Charbon
voir version Anglaise
Devis Tuia
I come from Ticino and studied in Lausanne, between UNIL and EPFL. After my PhD at UNIL in remote sensing, I was postdoc in Valencia (Spain), Boulder (CO) and EPFL, working on model adaptation and prior knowledge integration in machine learning. In 2014 I became Research Assistant Professor at University of Zurich, where I started the 'multimodal remote sensing' group. In 2017, I joined Wageningen University (NL), where I was professor of the GeoInformation Science and Remote Sensing Laboratory. Since 2020, I joined EPFL Valais, to start the ECEO lab, working at the interface between Earth observation, machine learning and environmental sciences.
Jean-Philippe Thiran
Jean-Philippe Thiran was born in Namur, Belgium, in August 1970. He received the Electrical Engineering degree and the PhD degree from the Université catholique de Louvain (UCL), Louvain-la-Neuve, Belgium, in 1993 and 1997, respectively. From 1993 to 1997, he was the co-ordinator of the medical image analysis group of the Communications and Remote Sensing Laboratory at UCL, mainly working on medical image analysis. Dr Jean-Philippe Thiran joined the Signal Processing Institute (ITS) of the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, in February 1998 as a senior lecturer. He was promoted to Assistant Professor in 2004, to Associate Professor in 2011 and is now a Full Professor since 2020. He also holds a 20% position at the Department of Radiology of the University of Lausanne (UNIL) and of the Lausanne University Hospital (CHUV) as Associate Professor ad personam. Dr Thiran's current scientific interests include
Computational medical imaging: acquisition, reconstruction and analysis of imaging data, with emphasis on regularized linear inverse problems (compressed sensing, convex optimization). Applications to medical imaging: diffusion MRI, ultrasound imaging, inverse planning in radiotherapy, etc.Computer vision & machine learning: image and video analysis, with application to facial expression recognition, eye tracking, lip reading, industrial inspection, medical image analysis, etc.
Hatice Altug
2020-current Full Professor at the Institute of Bioengineering, EPFL, Switzerland2013-2020 Associate Professor (with tenure) at the Institute of Bioengineering, EPFL, Switzerland 2013 Associate Professor (with tenure) at Electrical and Computer Engineering Department of Boston University, USA 2007-2013 Assistant Professor (tenure-track) at Electrical and Computer Engineering Department of Boston University, USA 2007 Post-doctoral Fellow at Center for Engineering in Medicine of Harvard Medical School, USA 2000-2007 PhD. in Applied Physics at Stanford University, USA 1996-2000 B.S. in Physics at Bilkent University, Turkey
Giorgio Margaritondo
De nationalité américaine et suisse, Giorgio Margaritondo est né à Rome (Italie) en 1946. Il a reçu la Laurea cum laude en physique de l'Université de Rome en 1969. De 1969 à 1978, il a travaillé pour le Consiglio Nazionale delle Ricerche (CNR), à Rome, à Frascati et, pendant la période 1975-1977, chez Bell Laboratories aux Etats-Unis. De 1978 à 1990, il est professeur de physique à l'Université du Wisconsin, à Madison (Etats-Unis); en 1984, il est nommé vice-directeur au Centre de rayonnement synchrotron de la même université. En 1990, il est engagé à l'EPFL comme professeur ordinaire et dirige l'Institut de physique appliquée au Département de physique. Il a été également membre honoraire du corps professoral de l'Université Vanderbilt à Nashville. En 2001 il a été nommé doyen de la Faculté des sciences de base de l'EPFL; en 2004, il a été nommé Vice-président pour les affaires académiques.; en 2010 et jusqu'à sa retraite de l'EPFL en 2016 il est devenu Doyen de la formation continue. A côté de ses cours de physique générale, son activité de recherche porte sur la physique des semiconducteurs et des supraconducteurs (états électroniques, surfaces, interfaces) et des systèmes biologiques; ses principales méthodes expérimentales sont la spectroscopie et la spectromicroscopie électroniques, l'imagerie aux rayons x et la microscopie SNOM, y compris les expériences avec le rayonnement synchrotron et le laser à électrons libres. Auteur d'environ 700 articles scientifiques et de 9 livres, il a aussi été responsable de 1995 à 1998 des programmes scientifiques du Synchrotron ELETTRA à Trieste. Depuis 1997, il a été le coordinateur de la table ronde de la Commission européenne pour le rayonnement synchrotron, et président du conseil de la "Integrated Initiative" de la Commission européenne pour les synchrotrons et les lasers à électrons libres (IA-SFS, ensuite ELISA), le plus grand réseau au monde de laboratoires dans ce domaine. En 2011-2015, il a été Editor-in-Chief du Journal of Physics D (Applied Physics). A présent, il est vice-président du conseil de l'Università della Svizzera Italiana (USI) et président du Scientific and Technological Committee de l'Istituto Italiano di Tecnologia (IIT). Il est "Fellow" de l'American Physical Society et de l'American Vacuum Society; il est également "Fellow and Chartered Physicist" de l'Institute of Physics.