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

Cruz, Ulices Santa et al.
arXiv (All) · Papers
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robotics
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 provable guarantees on the correctness of their output, which is crucial for safety-critical applications. We present a
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