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Preprint Oct 2026

EchoNav: Evidential BEV Completion from Historical Observations for Visual Navigation

Visual navigation in cluttered environments requires robots to recover previously observed structure and infer obstacles and free space that remain occluded. We present a framework that combines temporal aggregation and occupancy completion in an evidential bird's-eye-view (BEV) representation predicted from short RGB...

Di-Wen Liu, Yi-Yang Shao, Bo-Rui Wang et al. · 0 citations

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