Uncertainty from Motion for DNN Monocular Depth Estimation

Deployment of deep neural networks (DNNs) for monocular depth estimation in safety-critical scenarios on resource-constrained platforms requires well-calibrated and efficient uncertainty estimates. However, many popular uncertainty estimation techniques, including state-of-the-art ensembles and popu...

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Bibliographic Details
Main Authors: Sze, Vivienne (Author), Karaman, Sertac (Author), Sudhakar, Soumya (Author)
Format: Article
Language:English
Published: 2022-03-29T12:01:20Z.
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