Correct-by-Construction Vision-based Pose Estimation using Geometric Generative Models

Ulices Santa Cruz, Mahmoud Elfar, Yasser Shoukry

We consider the problem of vision-based pose estimation for autonomous systems. While deep neural networks have been successfully used for vision-based tasks, they inherently lack…