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WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces

110
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November 1, 2024
Published Date

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Bayesian multimodal fusion for seafloor habitat mapping with autonomous underwater vehicles

Autonomous Underwater Vehicles collect rich multimodal remote sensing data, but robust fusion and classification of heterogeneous sensor streams remains challenging due to noise and habitat variabi...

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Processed Autonomous Underwater Vehicle (AUV) multibeam bathymetry and backscatter data collected during RRS Discovery cruise DY200 in Haig Fras and Whittard Canyon, Atlantic Ocean, 2025

Multibeam Echosounder (MBES) bathymetry and backscatter data were acquired in the Haig Fras and Whittard Canyon Marine Conservation Zones (MCZs), Atlantic Ocean, using the Autonomous Underwater Veh...

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Research on Underwater Scene Reconstruction for Mobile Platforms Based on Rotating Scanning Sonar

High-precision underwater perception and scene reconstruction are critical techniques for marine surveying and resource exploration. Multi-sensor data fusion is currently the dominant method in und...

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A new paradigm for marine ecological monitoring through swarm intelligence, digital twins, and Human–Swarm interaction

Marine and coastal ecosystems are among the least observable yet most rapidly changing environments, where climate impacts, pollution, and biodiversity loss demand monitoring and intervention at sc...

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Seeking and mapping coral reef biological hotspots with an autonomous underwater vehicle

Dataset associated with McCammon et al. "Seeking and mapping coral reef biological hotspots with an autonomous underwater vehicle", Science Robotics. Associated data processing code is available at...

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What other academic literature is closely related to 'WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces'?

Yes, highly correlated activity was mapped. An entry titled 'Bayesian multimodal fusion for seafloor habitat mapping with autonomous underwater vehicles' discusses this: Autonomous Underwater Vehicles collect rich multimodal remote sensing data, but robust fusion and classification of heterogeneous sensor streams re...

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