I defended my PhD at Télécom ParisTech in image processing in June 2016. The topic of my thesis deals with the elaboration of new models for the restoration and the interpretation of SAR (Synthetic Aperture Radar) images.
I am currently working as a R&D data-scientist at Fieldbox.ai . This company helps industry with artificial intelligence. During my previous post-doc at Université de Caen in the Image team of the GREYC , I worked on graph signal processing in collaboration with Julien Rabin and Abderrahim Elmoataz. I was involved in the GRAPHSIP and NUMNIE projects.
My main research interests in random order are:
- Image processing (denoising, classification, segmentation)
- Patch-based dictionary learning
- Gaussian mixture models
- Data: Radar images, natural images, 3D point clouds, time series
- Variational approaches
- Signal processing on graphs
- Predictive Analysis