CORDIS Project
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The project develops an advanced deep learning framework for mapping shallow waters using UAV and satellite imagery. It aims to improve the accuracy and resolution of bathymetric and semantic information through a novel multitask learning approach, addressing challenges posed by water refraction and varying seabed cond…
Accurate, detailed and high-frequent bathymetry, coupled with the important visual and semantic information, is crucial for the undermapped shallow coastal areas being affected by intense climatological and anthropogenic pressures.
Regular UAV and satellite imagery have the potential to frequently and consistently map those areas to different extents and detail, providing ground breaking key information.
However, optical properties of water severely affect images and refraction is the main facto…
TECHNISCHE UNIVERSITAT BERLIN
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Czechia, Praha
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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