Author

Neofytos Dimitriou

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Open access Aug 2026

Data-Driven Graph-Based Methods for In-Port AIS Vessel Trajectory Reconstruction

AIS trajectories in and around ports are often incomplete because of transmission interruptions, reception failures, and infrastructure outages. In this paper, we investigate whether the Data-driven AIS Trajectory Interpolation method (DAISTIN), which reconstructs missing trajectory segments using a graph derived from...

Evangelia Zaou, Neofytos Dimitriou, Ognjen Arandjelovíc · Algorithms · 0 citations

#artificial intelligence Preprint Sep 2026

Frame-to-Panorama Localization and Context-Aware Sampling for Scene-Specific Ship Detection in a Smart Marina Testbed

Results demonstrate that highly redundant infrastructure video streams can be transformed into compact, spatially and contextually diverse training sets for scene-specific detector adaptation while substantially reducing annotation effort.

Ignat Romanov, Andreas Hadjipieris, Neofytos Dimitriou · 0 citations