3[Deep]Vision - Publications

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.

Learning from Synthetic Data: Enhancing Refraction Correction Accuracy for Airborne Image-Based Bathymetric Mapping of Shallow Coastal Waters

Agrafiotis, P., Karantzalos, K., Georgopoulos, A., & Skarlatos, D. PFG 89, 91–109 (2021)

Correcting image refraction: Towards accurate aerial image-based bathymetry mapping in shallow waters

Agrafiotis, P., Karantzalos, K., Georgopoulos, A., & Skarlatos, D. Remote Sensing, 12(2), 322. 2020

DepthLearn: learning to correct the refraction on point clouds derived from aerial imagery for accurate dense shallow water bathymetry based on SVMs-fusion with LiDAR point clouds

Agrafiotis, P., Skarlatos, D., Georgopoulos, A., & Karantzalos, K. Remote Sensing, 11(19), 2225. 2019

Shallow Water Bathymetry Mapping from Uav Imagery Based on Machine Learning

Agrafiotis, P., Skarlatos, D., Georgopoulos, A., & Karantzalos, K. ISPRS, 4210, 9-16. 2019

A novel iterative water refraction correction algorithm for use in structure from motion photogrammetric pipeline