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cs.RO2026
AquaBEV-Nav: Learned BEV Occupancy for Underwater Navigation and Exploration
Trung Tien Dong, Zhenqi Wu, Sahasra Kondapalli +3
Safe underwater exploration requires a robot to understand where surrounding structures are located and which regions are available for motion. Existing vision-based underwater exp…
cs.RO2026
AquaBEV: Monocular Underwater BEV Occupancy with 3D Sonar Supervision
Trung Tien Dong, Shengji Jin, Chen Chen +2
Autonomous underwater robots are widely used for exploration, monitoring, and inspection, where safe navigation depends on understanding the surrounding free and occupied space. Bi…