Giulio Weikmann

11 papers B 1C 2Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Semantics-Aware Hierarchical Self-Supervised Approach to Classification of Remote Sensing Images.
CoRR
Giulio Weikmann, Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
A class-driven hierarchical ResNet for classification of multispectral remote sensing images.
CoRR
Giulio Weikmann, Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models.
CoRR
Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone
2024 C conf
A Spectrally Regulated Convolution-Based Network for Crop-Mapping with Hyperspectral Images.
IGARSS
Abhishek Singh, Giulio Weikmann, Lorenzo Bruzzone
2024 C conf
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models.
IGARSS
Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone
2024 J jnl
European AI and EO convergence via a novel community-driven framework for data-intensive innovation.
Future Gener. Comput. Syst.
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Mohanad Albughdadi, Vasileios Baousis, Omar Barrilero, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, Michele Lazzarini, Adrian Luna, Alexandros Nousias, Christos Perentis, George Petrakis, Dharmen Punjani, David Röbl, George Stamoulis, Eleni Tsalapati, Indre Urbanaviciute, Giulio Weikmann, Xenia Ziouvelou, Marcin Ziólkowski, Manolis Koubarakis, Vangelis Karkaletsis
2023 — conf
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation.
BigDataService
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Eleni Tsalapati, Mohanad Albughdadi, Mihai Alexe, Vasileios Baousis, Omar Barrilero, Bryce Billière, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, David Hassan, Michele Lazzarini, Adrian Luna, Dharmen Punjani, George Stamoulis, Giulio Weikmann, Marcin Ziólkowski, Xenia Ziouvelou, Manolis Koubarakis, Vangelis Karkaletsis
2023 B conf
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning.
EDBT
Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann
2023 J jnl
Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Dowling, Lorenzo Bruzzone
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
2021 J jnl
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giulio Weikmann, Claudia Paris, Lorenzo Bruzzone