Filip Sabo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Artificial Intelligence

Satellite Images

Convolutional Network

Road Extraction

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Neural Comput. Appl.

Publications

Filip Sabo, Martin Claverie, Michele Meroni, Arthur Hrast-Essenfelder
Ai4Fapar: How artificial intelligence can help to forecast the seasonal earth observation signal. CoRR (2024)
Filip Sabo, Aida Todri-Sanial
ClassONN: Classification with Oscillatory Neural Networks Using the Kuramoto Model. DATE (2024)
Christina Corbane, Filip Sabo, Panagiotis Politis, Vasileios Syrris
Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map. IGARSS (2021)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33 (12) (2021)
Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas. Int. J. Digit. Earth 13 (1) (2020)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery. CoRR (2020)
Filip Sabo, Christina Corbane, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
Update and improvement of the European Settlement map. JURSE (2019)
Filip Sabo, Christina Corbane, Aneta J. Florczyk, Stefano Ferri, Martino Pesaresi, Thomas Kemper
Comparison of built-up area maps produced within the global human settlement framework. Trans. GIS 22 (6) (2018)