A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow

Jenny Schmalfuss, Philipp Scholze, Andrés Bruhn

Recent optical flow methods are almost exclusively judged in terms of accuracy, while their robustness is often neglected. Although adversarial attacks offer a useful tool to perfo…