Resume
Academic Achievements
- Clay Scholar in Residence (2010)
- ERC Advanced Grant (2010)
- Grand Prix INRIA – French Academy of Sciences (2013)
- CNRS Médaille de l'innovation (2015)
- Doctor Honoris Causa, Universidad de la República, Montevideo (2018)
- Founded Image Processing on Line (IPOL, www.ipol.im) in 2011—the first journal publishing reproducible, executable algorithms
- IPOL collaborates with 15 universities and hosts 500,000 online experiments
- Image denoising algorithms implemented in over 700 million cameraphones via DxO Labs
- Pioneer of nonlocal methods in image processing
Research Experience
- Chair Professor in Data Science at Lingnan University (since October 2025)
- Chair Professor in Imaging Science at City University of Hong Kong (since September 2023)
- Professor at École Normale Supérieure Paris-Saclay, leading a 30-member research team
- Former teaching assistant at Université de Marseille Luminy
- Former assistant professor at Université Paris Dauphine
- Postdoc at SISSA (Trieste, Italy)
- Permanent visiting professor at Universitat Illes Balears for 20 years
- Recurrent invited professor at UCLA and Duke University
- Collaborated with CNES on Earth observation satellites (SPOT5, Pleiades, CSO, SMOS-HR)
- Collaborated with Planet (US satellite company) on image processing pipelines
- Co-developed image denoising algorithms with DxO Labs, deployed in over 700 million cameraphones
Background
- Mathematician trained in nonlinear analysis
- Main research interests: mathematical theory and algorithms for image analysis and image processing
- Proposed a statistical theory of perception inspired by Gestalt theory and psychophysics, applied to automatic object detection in images and video
- Advocates for web-enabled reproducible research in applied mathematics through executable online algorithms
- Develops mathematical models to classify perceptual image spaces and explores computational theories of decorative and abstract art using computer graphics