Agnès Desolneux's work focuses on the analysis of stochastic models, mainly random fields, and their applications to various image processing problems. Her research applies in particular to medical imaging, texture analysis and synthesis, image restoration, and visual perception. Within the executive committee, Agnès oversees calls for guest lecturers.