Weikmann, Giulio
Weikmann, Giulio
Ingegneria civile, ambientale e mecc (29/10/12-)
A Class-Driven hierarchical ResNet for Classification of Multispectral Remote Sensing Images
2023-01-01 Weikmann, Giulio; Perantoni, Gianmarco; Bruzzone, Lorenzo
A Spectrally Regulated Convolution-Based Network for Crop-Mapping with Hyperspectral Images
2024-01-01 Singh, Abhishek; Weikmann, Giulio; Bruzzone, Lorenzo
Artificial Intelligence and big data technologies for Copernicus data: The EXTREMEEARTH project
2021-01-01 Koubarakis, Manolis; Stamoulis, George; Bilidas, Dimitris; Ioannidis, Theofilos; George Mandilaras, George; Pantazi, George; Papadakis, George; Vlassov, Vladimir; Payberah, Amir H.; Wang, Tianze; Sheikholeslami, Sina; Haileselassie Hagos, Desta; Bruzzone, Lorenzo; Paris, Claudia; Weikmann, Giulio; Marinelli, Daniele; Eltoft, Torbjørn; Marinoni, Andrea; Kræmer, Thomas; Khaleghian, Salman; Ullah, Habib; Troumpoukis, Antonis; Kostopoulou, Nefeli Prokopaki; Konstantopoulos, Stasinos; Karkaletsis, Vangelis; Dowling, Jim; Kakantousis, Theofilos; Datcu, Mihai; Yao, Wei; Dumitru, Corneliu Octavian; Appel, Florian; Migdall, Silke; Muerth, Markus; Bach, Heike; Hughes, Nick; Everett, Alistair; Kiærbech, Ashild; Pedersen, Joakim Lillehaug; Arthurs, David; Fleming, Andrew; Cziferszky, Andreas
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models
2024-01-01 Perantoni, Gianmarco; Weikmann, Giulio; Bruzzone, Lorenzo
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation
2023-01-01 Troumpoukis, Antonis; Klampanos, Iraklis; Pantazi, Despina-Athanasia; Tsalapati, Eleni; Albughdadi, Mohanad; Alexe, Mihai; Baousis, Vasileios; Barrilero, Omar; Billière, Bryce; Bojor, Alexandra; Branco, Pedro; Bruzzone, Lorenzo; Chietera, Andreina; Fournand, Philippe; Hall, Richard; Hassan, David; Lazzarini, Michele; Luna, Adrian; Punjani, Dharmen; Stamoulis, George; Weikmann, Giulio; Ziółkowski, Marcin; Ziouvelou, Xenia; Koubarakis, Manolis; Karkaletsis, Vangelis
Crop Water Availability Mapping in the Danube Basin Based on Deep Learning, Hydrological and Crop Growth Modelling
2022-01-01 Migdall, Silke; Dotzler, Sandra; Gleisberg, Eva; Appel, Florian; Muerth, Markus; Bach, Heike; Weikmann, Giulio; Paris, Claudia; Marinelli, Daniele; Bruzzone, Lorenzo
Deep Learning Approaches to the Analysis of Remote Sensing Image Time Series
2023-07-23 Weikmann, Giulio
ExtremeEarth Meets Satellite Data From Space
2021-01-01 Hagos, Desta Haileselassie; Kakantousis, Theofilos; Vlassov, Vladimir; Sheikholeslami, Sina; Wang, Tianze; Dowling, Jim; Paris, Claudia; Marinelli, Daniele; Weikmann, Giulio; Bruzzone, Lorenzo; Khaleghian, Salman; Kraemer, Thomas; Eltoft, Torbjørn; Marinoni, Andrea; Pantazi, Despina-Athanasia; Stamoulis, Georgios; Bilidas, Dimitris; Papadakis, George; Mandilaras, George; Koubarakis, Manolis; Troumpoukis, Antonis; Konstantopoulos, Stasinos; Muerth, Markus; Appel, Florian; Fleming, Andrew H; Cziferszky, Andreas
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning
2023-01-01 Appel, Florian; Bach, Heike; Migdall, Silke; Koubarakis, Manolis; Stamoulis, George; Bilidas, Dimitris; Pantazi, Despina-Athanasia; Bruzzone, Lorenzo; Paris, Claudia; Weikmann, Giulio
Monitoring of agricultural areas by using Sentinel 2 image time series and deep learning techniques
2020-01-01 Paris, Claudia; Weikmann, Giulio; Bruzzone, Lorenzo
Multi-year crop type mapping using pre-trained deep long-short term memory and Sentinel 2 image time series
2021-01-01 Weikmann, Giulio; Paris, Claudia; Bruzzone, Lorenzo
Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data
2023-01-01 Weikmann, G; Marinelli, D; Paris, C; Migdall, S; Gleisberg, E; Appel, F; Bach, H; Dowling, J; Bruzzone, L
PRISMA-Learn Project – Advanced Machine Learning Techniques for Data Fusion and Analysis of Images from the PRISMA Mission
2024-01-01 Bergamasco, L.; Bovolo, F.; Bruzzone, L.; Chen, J.; Dell'Acqua, F.; Gamba, P.; Masari, I.; Moser, G.; Pastorino, M.; Serpico, S. B.; Singh, A.; Weikmann, G.
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification
2021-01-01 Weikmann, Giulio; Paris, Claudia; Bruzzone, Lorenzo
Water Stress Assessment in Austria based on Deep Learning and Crop Growth Modelling
2021-01-01 Migdall, Silke; Dotzler, Sandra; Miesgang, Christian; Appel, Florian; Muerth, Markus; Bach, Heike; Weikmann, Giulio; Paris, Claudia; Marinelli, Daniele; Bruzzone, Lorenzo