Scientific Publications

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)

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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

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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

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Shallow Water Bathymetry Mapping from Uav Imagery Based on Machine Learning

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

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

Skarlatos, D., & Agrafiotis, P. Journal of Marine Science and Engineering, 6(3), 77. 2018

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