Enhancing Tracking Robustness with Auxiliary Adversarial Defense Networks

Zhewei Wu, Ruilong Yu, Qihe Liu +3

Adversarial attacks in visual object tracking have significantly degraded the performance of advanced trackers by introducing imperceptible perturbations into images. However, ther…