Mélanie Ducoffe

Robust Validation to Geometric Perturbations for Autonomous Pose Estimation

Deploying autonomous systems in safety-critical domains demands guaranteed robustness against physically plausible geometric perturbations rather than abstract pixel-wise noise. In vision-based navigation and autonomous landing, machine learning components require rigorous validation under dynamic operational condition...