I am a final-year PhD student at ONERA — The French Aerospace Lab, affiliated with the EOBE Doctoral School at Université Paris-Saclay. My research topic investigates multimodal generative models for very high-resolution Synthetic Aperture Radar (VHR SAR) imagery, with a particular focus on fundamental questions related to statistical modeling approaches for VHR SAR data.
My work explores the adaptation of latent diffusion and foundation models to the SAR domain. An initial research direction focuses on amplitude monopolarisation data acquired in X-band using the airborne ONERA SETHI sensor. The objective is to leverage language semantics to describe and generate coherent radar scenes while integrating physical constraints to ensure geometric and radiometric consistency in the generated imagery. A second line of research extends this approach to full polarimetric learning, aiming to capture richer scattering information and underlying physical structure.
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