Concept
False positives and false negatives
Personnes associées (32)
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.
Stephan Morgenthaler
EDUCATION
Ph.D., Statistics, Princeton University, Princeton, 1983
Diplôme, Mathématiques, Ecole polytechnique fédérale de Zurich, 1979
CARRIÈRE ACADEMIQUE
Professeur de statistique appliquée, EPFL, 1991-présent
Professeur extraordinaire, statistique appliquée, EPFL, 1988-1991
Professeur associé, statistique, Yale University, 1987-1988
Professeur assistant, statistique, Yale University, 1984-1987
Instructor, mathématiques, Massachusetts Institute of Technology, 1983-1984
Georges Wagnières
Georges Wagnières a obtenu son diplôme (MSc) en physique à l'Université de Lausanne, Suisse, en 1986. Il a reçu son doctorat ès science (PhD) en physique (Optique Biomédicale) de l'Ecole Polytechnique Fédérale de Lausanne (EPFL) en 1992, et a effectué un travail de postdoctorat dans les "Wellman Laboratories of Photomedicine" (Harvard Medical School) situés à Boston, MA, USA, en 1993 et 1994. Il a aussi obtenu, en 2001, un "Master in management of technology" délivré par l'Ecole des Hautes Etudes Commerciales (HEC) de l'Université de Lausanne et l'EPFL. Depuis 1994, il gère un groupe de recherche de l'EPFL actif dans les domaines suivants: - Caractérisation et détection de lésions cancéreuses par spectroscopie et imagerie de fluorescence ainsi que par imagerie à fort grossissement. - Traitement du cancer ainsi que d'autres pathologies associées à des désordres immunologiques (maladie de Crohn, Colite ulcéreuse) ou vasculaires par thérapie photodynamique (PDT). - Développement préclinique et clinique de photosensibilisateurs, de marqueurs fluorescents et d'instruments optiques pour le photodiagnostic. - Traitement de diverses pathologies, y compris les maladies neuro-dégénératives (Parkinson, Alzheimer), par photobiomodulation. - Monitorage de la dose optique pour la PDT basée sur l'imagerie de fluorescence de photosensibilisateurs. - Induction de l'extravasation d'agent chimiothérapeutiques par PDT. - Mesure in vivo de la concentration d'oxygène dans des tissus biologiques par spectroscopie et imagerie optiques résolues en temps. - Monitorage d'un traitement au laser de la rétine par imagerie de reflectance. - Développement de distributeurs de lumière pour des applications biomédicales. - Dosimétrie de lumière / Radiométrie. - Spectroscopie et imagerie en optique biomédicale. Georges Wagnières est aussi co-fondateur et a présidé une société "spin-off" de l'EPFL: - Medlight SA, fondée en 1997, qui développe, produit et commercialise des distributeurs de lumière pour la thérapie photodynamique. Georges Wagnières est l'auteur et co-auteur de plus de 235 articles scientifiques dont 150 ont été publiés dans des revues internationales ayant un comité de relecture (review board). De plus, il est inventeur de 18 brevets. Finalement, il supervise ou a supervisé 12 doctorants et enseigne actuellement à l'EPFL l'optique biomédicale et la photomédecine au niveaux "master". Ces cours sont aussi donnés à l'Ecole doctorale (EDCH, EDSV) de l'EPFL. Finalement, il donne le cours intitulé "Physique Générale I" aux biologistes de première année inscrits à l'Ecole de Biologie de l'Université de Lausanne. PUBLICATIONS PRINCIPALES: SVP visiter: https://www.epfl.ch/labs/lifmet/wagnieres/publications/
Touradj Ebrahimi
Touradj EBRAHIMI received his M.Sc. and Ph.D., both in Electrical Engineering, from the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, in 1989 and 1992 respectively. In 1993, he was a research engineer at the Corporate Research Laboratories of Sony Corporation in Tokyo, where he conducted research on advanced video compression techniques for storage applications. In 1994, he served as a research consultant at AT&T Bell Laboratories working on very low bitrate video coding. He is currently Professor at EPFL heading its Multimedia Signal Processing Group. He is also the Convenor of JPEG standardization Committee. He was also adjunct Professor with the Center of Quantifiable Quality of Service at Norwegian University of Science and Technology (NTNU)between 2008 and 2012.
Prof. Ebrahimi has been the recipient of various distinctions and awards, such as the IEEE and Swiss national ASE award, the SNF-PROFILE grant for advanced researchers, Four ISO-Certificates for key contributions to MPEG-4 and JPEG 2000, and the best paper award of IEEE Trans. on Consumer Electronics . He became a Fellow of the international society for optical engineering (SPIE) in 2003. Prof. Ebrahimi has initiated more than two dozen National, European and International cooperation projects with leading companies and research institutes around the world. He is a co-founder of Genista SA, a high-tech start-up company in the field of multimedia quality metrics. In 2002, he founded Emitall SA, start-up active in the area of media security and surveillance. In 2005, he founded EMITALL Surveillance SA, a start-up active in the field of privacy and protection. He is or has been associate Editor with various IEEE, SPIE, and EURASIP journals, such as IEEE Signal Processing Magazine, IEEE Trans. on Image Processing, IEEE Trans. on Multimedia, EURASIP Image Communication Journal, EURASIP Journal of Applied Signal Processing, SPIE Optical Engineering Magazine. Prof. Ebrahimi is a member of Scientific Advisory Board of various start-up and established companies in the general field of Information Technology. He has served as Scientific Expert and Evaluator for Research Funding Agencies such as those of European Commission, The Greek Ministry of Development, The Austrian National Foundation for Scientific Research, The Portuguese Science Foundation, as well as a number of Venture Capital Companies active in the field of Information Technologies and Communication Systems. His research interests include still, moving, and 3D image processing and coding, visual information security (rights protection, watermarking, authentication, data integrity, steganography), new media, and human computer interfaces (smart vision, brain computer interface).
He is the author or the co-author of more than 200 research publications, and holds 14 patents. Prof. Ebrahimi is a member of IEEE, SPIE, ACM and IS&T.
See the URL below for more details:
http://mmspl.epfl.ch
Pascal Fua
Pascal Fua received an engineering degree from Ecole Polytechnique, Paris, in 1984 and the Ph.D. degree in Computer Science from the University of Orsay in 1989. He then worked at SRI International and INRIA Sophia-Antipolis as a Computer Scientist. He joined EPFL in 1996 where he is now a Professor in the School of Computer and Communication Science and heads the Computer Vision Laboratory. His research interests include shape modeling and motion recovery from images, analysis of microscopy images, and Augmented Reality. His research interests include shape modeling and motion recovery from images, analysis of microscopy images, and machine learning. He has (co)authored over 300 publications in refereed journals and conferences. He is an IEEE Fellow and has been an Associate Editor of IEEE journal Transactions for Pattern Analysis and Machine Intelligence. He often serves as program committee member, area chair, and program chair of major vision conferences and has cofounded three spinoff companies (Pix4D, PlayfulVision, and NeuralConcept).