High-Resolution Bathymetry by Deep-Learning Based Point Cloud Upsampling

Gridded bathymetric data are often used to understand seafloor topography; however, high-resolution data are rare. To obtain high-resolution gridded bathymetric data, the observations from which the data are derived must be densely measured. However, this process is time consuming and expensive. In...

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Bibliographic Details
Main Authors: Naoya Irisawa, Masaaki Iiyama
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10379585/