On the sensitivity of pose estimation neural networks: rotation parameterizations, Lipschitz constants, and provable bounds

Trevor Avant, Kristi A. Morgansen

In this paper, we approach the task of determining sensitivity bounds for pose estimation neural networks. This task is particularly challenging as it requires characterizing the s…