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Author

Yi-Ning Sheng

2 papers indexed here

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Preprint Sep 2026

AquaBEV-Nav: Learned BEV Occupancy for Underwater Navigation and Exploration

Safe underwater exploration requires a robot to understand where surrounding structures are located and which regions are available for motion. Existing vision-based underwater exploration systems commonly obtain this information indirectly by estimating monocular depth, unprojecting the geometry into 3D space, and acc...

T. Dong, Zhen-Qi Wu, Sahasra Kondapalli et al. · 0 citations
Preprint Sep 2026

AquaBEV: Monocular Underwater BEV Occupancy with 3D Sonar Supervision

Amonocular underwater occupancy model AquaBEV is introduced, a monocular underwater occupancy model that predicts local BEV occupancy from a single RGB image, using paired 3D imaging sonar as geometric supervision during training.

T. Dong, Sheng-Ji Jin, Chen Chen et al. · 1 citation

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