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2020 – today
- 2024
[j19]Anastasios Mantas, Filippos Yfantis, Dimitris Bilidas, George Stamoulis
, Spyros Kondylatos, Ioannis Prapas, Ioannis Papoutsis, José María Tárraga, Eva Sevillano Marco, Fabien Castel, Camille Laine, Manolis Koubarakis:
Plato: A Semantic Data Cube System Using Ontology-Based Data Access Technologies. IEEE Access 12: 130356-130374 (2024)- [j18]Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis:
FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7801-7824 (2024) - [i17]Angelos Zavras, Dimitrios Michail, Begüm Demir, Ioannis Papoutsis:
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment. CoRR abs/2402.09816 (2024) - [i16]Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu:
Causal Graph Neural Networks for Wildfire Danger Prediction. CoRR abs/2403.08414 (2024) - [i15]Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu:
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. CoRR abs/2403.15356 (2024) - [i14]Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis:
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks. CoRR abs/2404.06437 (2024) - [i13]Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, Tristan Williams:
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR abs/2406.20080 (2024) - 2023
- [j17]Constantinos Loupasakis, Ioannis Papoutsis, Konstantinos G. Nikolakopoulos:
Special Issue "Mapping and Monitoring of Geohazards with Remote Sensing Technologies". Remote. Sens. 15(17): 4145 (2023) - [c11]Luigi Coppolino, Salvatore D'Antonio, Federica Uccello, Anastasios Lyratzis, Constantinos Bakalis, Souzana Touloumtzi, Ioannis Papoutsis:
Detection of Radio Frequency Interference in Satellite Ground Segments. CSR 2023: 648-653 - [c10]Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis, Manolis Koubarakis, Spyros Kondylatos, Ioannis Prapas, Ioannis Papoutsis:
Fire Risk Management using Data Cubes, Machine Learning and OBDA systems. SIGSPATIAL/GIS 2023: 34:1-34:4 - [c9]Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis:
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. ICCV (Workshops) 2023: 3756-3761 - [c8]Spyridon Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis:
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. NeurIPS 2023 - [i12]Spyros Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis:
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. CoRR abs/2306.05144 (2023) - [i11]Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis:
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. CoRR abs/2306.10940 (2023) - [i10]Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis:
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2. CoRR abs/2311.03339 (2023) - [i9]Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis:
Kuro Siwo: 12.1 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. CoRR abs/2311.12056 (2023) - [i8]Ilektra Karasante, Lázaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, Ioannis Papoutsis:
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics. CoRR abs/2312.07199 (2023) - 2022
- [j16]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai:
Self-Supervised Contrastive Learning for Volcanic Unrest Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j15]Maria Ioannidou, Alkiviadis Koukos, Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes:
Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. Remote. Sens. 14(22): 5739 (2022) - [j14]Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis:
A Sentinel-2 Multiyear, Multicountry Benchmark Dataset for Crop Classification and Segmentation With Deep Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3323-3339 (2022) - [j13]Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis:
Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c7]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis:
Hephaestus: A large scale multitask dataset towards InSAR understanding. CVPR Workshops 2022: 1452-1461 - [i7]Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis:
Learning class prototypes from Synthetic InSAR with Vision Transformers. CoRR abs/2201.03016 (2022) - [i6]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai:
Self-supervised Contrastive Learning for Volcanic Unrest Detection. CoRR abs/2202.04030 (2022) - [i5]Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis:
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning. CoRR abs/2204.00951 (2022) - [i4]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis:
Hephaestus: A large scale multitask dataset towards InSAR understanding. CoRR abs/2204.09435 (2022) - [i3]Ioannis Prapas, Akanksha Ahuja, Spyros Kondylatos, Ilektra Karasante, Eleanna Panagiotou, Lázaro Alonso, Charalampos Davalas, Dimitrios Michail, Nuno Carvalhais, Ioannis Papoutsis:
Deep Learning for Global Wildfire Forecasting. CoRR abs/2211.00534 (2022) - 2021
- [j12]Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Ioannis Papoutsis, Vassilia Karathanassi:
A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. Remote. Sens. 13(9): 1769 (2021) - [j11]Maria Rousi, Vasileios Sitokonstantinou, Georgios Meditskos, Ioannis Papoutsis, Ilias Gialampoukidis, Alkiviadis Koukos, Vassilia Karathanassi, Thanassis Drivas, Stefanos Vrochidis, Charalampos Kontoes, Ioannis Kompatsiaris:
Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 529-552 (2021) - [c6]Dimitris Sykas, Ioannis Papoutsis, Dimitrios Zografakis:
Sen4AgriNet: A Harmonized Multi-Country, Multi-Temporal Benchmark Dataset for Agricultural Earth Observation Machine Learning Applications. IGARSS 2021: 5830-5833 - [c5]Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos:
Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. MMM (2) 2021: 318-329 - [i2]Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis, Gustau Camps-Valls, Michele Ronco, Miguel-Ángel Fernández-Torres, Maria Piles Guillem, Nuno Carvalhais:
Deep Learning Methods for Daily Wildfire Danger Forecasting. CoRR abs/2111.02736 (2021) - [i1]Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos:
Efficient deep learning models for land cover image classification. CoRR abs/2111.09451 (2021) - 2020
- [j10]Nikos Svigkas, Constantinos Loupasakis, Ioannis Papoutsis, Charalambos Kontoes, Stavroula Alatza, Ploutarchos Tzampoglou, Cristiano Tolomei, Thomas Spachos:
InSAR Campaign Reveals Ongoing Displacement Trends at High Impact Sites of Thessaloniki and Chalkidiki, Greece. Remote. Sens. 12(15): 2396 (2020) - [j9]Ioannis Papoutsis, Charalampos Kontoes, Stavroula Alatza, Alexis Apostolakis, Constantinos Loupasakis:
InSAR Greece with Parallelized Persistent Scatterer Interferometry: A National Ground Motion Service for Big Copernicus Sentinel-1 Data. Remote. Sens. 12(19): 3207 (2020) - [j8]Stavroula Alatza, Ioannis Papoutsis, Demitrios Paradissis, Charalampos Kontoes, Gerassimos A. Papadopoulos:
Multi-Temporal InSAR Analysis for Monitoring Ground Deformation in Amorgos Island, Greece. Sensors 20(2): 338 (2020)
2010 – 2019
- 2019
- [j7]Nikos Svigkas, Simone Atzori, Anastasia Kiratzi, Cristiano Tolomei, Andrea Antonioli, Ioannis Papoutsis, Stefano Salvi, Charalambos Kontoes:
On the Segmentation of the Cephalonia-Lefkada Transform Fault Zone (Greece) from an InSAR Multi-Mode Dataset of the Lefkada 2015 Sequence. Remote. Sens. 11(16): 1848 (2019) - 2018
- [j6]Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes, Alberto Lafarga Arnal, Ana Pilar Armesto Andrés, José Angel Garraza Zurbano:
Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. Remote. Sens. 10(6): 911 (2018) - [c4]Diofantos G. Hadjimitsis, Georgia Kouta, Kyriacos Themistocleous, Silas C. Michaelides, Kyriakos Neocleous, Rodanthi-Elisabeth Mamouri, Argyro Nisantzi, Christiana Papoutsa, Marios Tzouvaras, Christodoulos Mettas, Andreas Christofe, Evagoras Evagorou, Gunter Schreier, Egbert Schwarz, Haris Kontoes, Ioannis Papoutsis, Albert Ansmann, Giorgos Komodromos:
On the Pathway to Success: Becoming a Leading Earth Observation Centre Through the EXCELSIOR Project. EuroMed (1) 2018: 648-653 - 2017
- [j5]Ioannis Papoutsis, Charalampos Kontoes, Demitrios Paradissis:
Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. Remote. Sens. 9(3): 276 (2017) - 2014
- [j4]Kostis Kyzirakos, Manos Karpathiotakis, George Garbis, Charalampos Nikolaou, Konstantina Bereta, Ioannis Papoutsis, Themos Herekakis, Dimitrios Michail, Manolis Koubarakis, Charalambos Kontoes:
Wildfire monitoring using satellite images, ontologies and linked geospatial data. J. Web Semant. 24: 18-26 (2014) - 2013
- [j3]Charalambos Kontoes, Iphigenia Keramitsoglou, Ioannis Papoutsis, Nicolas I. Sifakis, Panteleimon Xofis:
National Scale Operational Mapping of Burnt Areas as a Tool for the Better Understanding of Contemporary Wildfire Patterns and Regimes. Sensors 13(8): 11146-11166 (2013) - 2012
- [j2]Manolis Koubarakis, Kostis Kyzirakos, Manos Karpathiotakis, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Dimitrios Michail, Charalambos Kontoes, Ioannis Papoutsis, Themos Herekakis, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Thorsten Reitz, Eva Klien, Robert Gregor:
TELEIOS: A Database-Powered Virtual Earth Observatory. Proc. VLDB Endow. 5(12): 2010-2013 (2012) - [c3]Manolis Koubarakis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Charalambos Kontoes, Ioannis Papoutsis, Themistoklis Herekakis, Dimitrios Michail, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Eva Klien, Thorsten Reitz, Robert Gregor:
Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. RR 2012: 229-233 - [c2]Kostis Kyzirakos, Manos Karpathiotakis, George Garbis, Charalampos Nikolaou, Konstantina Bereta, Michael Sioutis, Ioannis Papoutsis, Themistoklis Herekakis, Dimitrios Michail, Manolis Koubarakis, Charalambos Kontoes:
Real Time Fire Monitoring Using Semantic Web and Linked Data Technologies. ISWC (Posters & Demos) 2012
2000 – 2009
- 2009
- [j1]Panagiotis Elias, Charalambos Kontoes, Ioannis Papoutsis, Ioannis Kotsis, Aggeliki Marinou, Dimitris Paradissis, Dimitris Sakellariou:
Permanent Scatterer InSAR Analysis and Validation in the Gulf of Corinth. Sensors 9(1): 46-55 (2009) - 2007
- [c1]Panagiotis Elias, Charalambos Kontoes, Ioannis Papoutsis, Ioannis Kotsis:
Small scale surface deformation detection of the Gulf of Corinth (Hellas) using Permanent Scatterers technique. IGARSS 2007: 4659-4662
Coauthor Index
aka: Charalampos Kontoes
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