Xiaoyu Hu

A Deep Learning Approach for Bottom Detection in Multibeam Water-Column Data via Full-Swath Spatial Context

Bottom detection and tracking from multibeam echosounder water-column data constitute a fundamental step to 3D seabed mapping. Traditional methods based on amplitude thresholding and phase detection rely heavily on heuristic assumptions and are prone to failure in the presence of...