Philipp Scholze

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

"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 perform such an analysis, current attacks on optical flow methods focus on real-world attacking scenarios rather than a wors…