Research papers · Posted 2023.12.19 · Preprint

M-BEV: Masked BEV Perception for Robust Autonomous Driving

M-BEV: Masked BEV Perception for Robust Autonomous Driving

Overview

M-BEV trains with masked camera features and reconstructs missing views from cross-view spatiotemporal context. A modular reconstruction component is evaluated for 3D perception resilience when one or more camera streams fail.

Author-supplied source information

Author-supplied information on arXiv.

Github repository: https://github.com/Sranc3/M-BEV

Version: v1

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