MagicBathy HE MSCA PF

Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps

Panagiotis Agrafiotis and Begüm Demir, Deep learning-based bathymetry retrieval without in-situ depths using remote sensing imagery and SfM-MVS DSMs with data gaps, ISPRS Journal of Photogrammetry and Remote Sensing, Volume 225, 2025, Pages 341-361

MagicBathyNet: A Multimodal Remote Sensing Dataset for Benchmarking Learning-based Bathymetry and Pixel-based Classification in Shallow Waters

Panagiotis Agrafiotis , Łukasz Janowski , Dimitrios Skarlatos, Begüm Demir. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 249-253.

High resolution optical and acoustic remote sensing datasets of the Puck Lagoon

Łukasz Janowski, Dimitrios Skarlatos, Panagiotis Agrafiotis, Paweł Tysiąc, Andrzej Pydyn, Mateusz Popek, Anna M Kotarba-Morley, Gottfried Mandlburger, Łukasz Gajewski, Mateusz Kołakowski, Alexandra Papadaki, Juliusz Gajewski. Scientific Data, 11(1), 360, 2024.

Scientific Publications

Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps

MagicBathyNet: A Multimodal Remote Sensing Dataset for Benchmarking Learning-based Bathymetry and Pixel-based Classification in Shallow Waters

High resolution optical and acoustic remote sensing datasets of the Puck Lagoon