Attacking Motion Estimation with Adversarial Snow

Jenny Schmalfuss, Lukas Mehl, Andrés Bruhn

Current adversarial attacks for motion estimation (optical flow) optimize small per-pixel perturbations, which are unlikely to appear in the real world. In contrast, we exploit a r…