Pascal Fua

Full Professor
pascal.fua@epfl.ch +41 21 693 66 47 https://people.epfl.ch/pascal.fua?lang=en
EPFL IC IINFCOM CVLAB
BC 310 (Bâtiment BC)
Station 14
CH-1015 Lausanne
+41 21 693 66 47
+41 21 693 75 19
Office: BC 310
EPFL > IC > IINFCOM > CVLAB
Web site: Web site: https://cvlab.epfl.ch/
+41 21 693 66 47
EPFL > IC > IC-SIN > SIN-ENS
Web site: Web site: https://sin.epfl.ch
Fields of expertise
Biography
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).
Current Work
Pascal Fua's research has been sponsored by the Swiss National Science Foundation, Innosuisse, the European Union including a senior ERC grant, and several industrial partners.
Publications
Selected publications
R. Achanta, A. Shaj, K. Smith, A. Lucchi, P. Fua, and S. S�sstrunk. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, num. 11, p. 2274 - 2282, 2012. |
SLIC Superpixels Compared to State-of-the-art Superpixel Methods |
F Fleuret, J Berclaz, R Lengagne, and P Fua Pattern Analysis and Machine Intelligence, 30 (2), 267-282, 2008 |
Multicamera People Tracking with a Probabilistic Occupancy Map |
V. Lepetit and P. Fua Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, Nr. 9, pp. 1465--1479, 2006. |
Keypoint Recognition using Randomized Trees |
P. Fua and Y. G. Leclerc International Journal of Computer Vision, Vol. 16, pp. 35-56, 1995. |
Object-Centered Surface Reconstruction: Combining Multi-Image Stereo and Shading |
P. Fua Machine Vision and Applications, Vol. 6, Nr. 1, pp. 35-49, 1993. |
A Parallel Stereo Algorithm that Produces Dense Depth Maps and Preserves Image Features |
Teaching & PhD
Teaching
Computer Science
Communication Systems