Ioannis Papoutsis

64 papers A* 3C 2Misc 1Journal 50Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth Observation. CoRR Johann-Ludwig Herzog, Mathis Jürgen Adler, Leonard W. Hackel, Yan Shu, Angelos Zavras, Ioannis Papoutsis, Paolo Rota, Begüm Demir
2026	J	`jnl`	Hide and Seek: Investigating Redundancy in Earth Observation Imagery. CoRR Tasos Papazafeiropoulos, Nikolaos-Ioannis Bountos, Nikolas Papadopoulos, Ioannis Papoutsis
2026	J	`jnl`	Magnifying change: Rapid burn scar mapping with multi-resolution, multi-source satellite imagery. CoRR Maria Sdraka, Dimitrios Michail, Ioannis Papoutsis
2026	J	`jnl`	TIRAuxCloud: A Thermal Infrared Dataset for Day and Night Cloud Detection. CoRR Alexis Apostolakis, Vasileios Botsos, Niklas Wölki, Andrea Spichtinger, Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Panayiotis Tsanakas
2026	J	`jnl`	Wildfire Spread Forecasting With Deep Learning. IEEE Access Nikolaos Anastasiou, Spyros Kondylatos, Ioannis Papoutsis
2025	J	`jnl`	FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction. CoRR Dimitrios Michail, Charalampos Davalas, Lefki-Ioanna Panagiotou, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis
2025	A*	`conf`	FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring. AAAI Nikolaos-Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick
2025	—	`conf`	From Self-Supervision to Trustworthy EO Foundation Models. DARES@ECAI Ioannis Papoutsis
2025	J	`jnl`	GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis. CoRR Angelos Zavras, Dimitrios Michail, Xiaoxiang Zhu, Begüm Demir, Ioannis Papoutsis
2025	J	`jnl`	Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring. CoRR Nikolas Papadopoulos, Nikolaos-Ioannis Bountos, Maria Sdraka, Andreas Karavias, Ioannis Papoutsis
2025	J	`jnl`	On the Generalization of Representation Uncertainty in Earth Observation. CoRR Spyros Kondylatos, Nikolaos-Ioannis Bountos, Dimitrios Michail, Xiao Xiang Zhu, Gustau Camps-Valls, Ioannis Papoutsis
2025	J	`jnl`	Probabilistic Machine Learning for Noisy Labels in Earth Observation. CoRR Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Prapas, Angelos Zavras, Gustau Camps-Valls, Ioannis Papoutsis
2025	J	`jnl`	TeleViT1.0: Teleconnection-aware Vision Transformers for Subseasonal to Seasonal Wildfire Pattern Forecasts. CoRR Ioannis Prapas, Nikolaos Papadopoulos, Nikolaos-Ioannis Bountos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2025	J	`jnl`	Towards a Unified Copernicus Foundation Model for Earth Vision. CoRR Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos-Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu
2025	J	`jnl`	Uncertainty-Aware Deep Learning for Wildfire Danger Forecasting. CoRR Spyros Kondylatos, Gustau Camps-Valls, Ioannis Papoutsis
2025	J	`jnl`	Wildfire spread forecasting with Deep Learning. CoRR Nikolaos Anastasiou, Spyros Kondylatos, Ioannis Papoutsis
2024	J	`jnl`	AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR 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
2024	J	`jnl`	Causal Graph Neural Networks for Wildfire Danger Prediction. CoRR Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu
2024	J	`jnl`	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. Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
2024	A*	`conf`	Kuro Siwo: 33 billion m NeurIPS Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Andreas Karavias, Ilektra Karasante, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2024	J	`jnl`	Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment. CoRR Angelos Zavras, Dimitrios Michail, Begüm Demir, Ioannis Papoutsis
2024	J	`jnl`	Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. CoRR Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu
2024	J	`jnl`	Plato: A Semantic Data Cube System Using Ontology-Based Data Access Technologies. IEEE Access 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
2024	J	`jnl`	Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks. CoRR Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis
2023	Misc	`conf`	Detection of Radio Frequency Interference in Satellite Ground Segments. CSR Luigi Coppolino, Salvatore D'Antonio, Federica Uccello, Anastasios Lyratzis, Constantinos Bakalis, Souzana Touloumtzi, Ioannis Papoutsis
2023	J	`jnl`	FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2. CoRR Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
2023	—	`conf`	Fire Risk Management using Data Cubes, Machine Learning and OBDA systems. SIGSPATIAL/GIS Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis, Manolis Koubarakis, Spyros Kondylatos, Ioannis Prapas, Ioannis Papoutsis
2023	J	`jnl`	Kuro Siwo: 12.1 billion m CoRR Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2023	A*	`conf`	Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. NeurIPS Spyridon Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis
2023	J	`jnl`	Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. CoRR Spyros Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis
2023	J	`jnl`	SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics. CoRR Ilektra Karasante, Lázaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, Ioannis Papoutsis
2023	J	`jnl`	Special Issue "Mapping and Monitoring of Geohazards with Remote Sensing Technologies". Remote. Sens. Constantinos Loupasakis, Ioannis Papoutsis, Konstantinos G. Nikolakopoulos
2023	—	`conf`	TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. ICCV (Workshops) Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2023	J	`jnl`	TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. CoRR Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2022	J	`jnl`	A Sentinel-2 Multiyear, Multicountry Benchmark Dataset for Crop Classification and Segmentation With Deep Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis
2022	J	`jnl`	A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning. CoRR Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis
2022	J	`jnl`	Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. Remote. Sens. Maria Ioannidou, Alkiviadis Koukos, Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes
2022	J	`jnl`	Deep Learning for Global Wildfire Forecasting. CoRR Ioannis Prapas, Akanksha Ahuja, Spyros Kondylatos, Ilektra Karasante, Eleanna Panagiotou, Lázaro Alonso, Charalampos Davalas, Dimitrios Michail, Nuno Carvalhais, Ioannis Papoutsis
2022	—	`conf`	Hephaestus: A large scale multitask dataset towards InSAR understanding. CVPR Workshops Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
2022	J	`jnl`	Hephaestus: A large scale multitask dataset towards InSAR understanding. CoRR Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
2022	J	`jnl`	Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection. IEEE Trans. Geosci. Remote. Sens. Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
2022	J	`jnl`	Learning class prototypes from Synthetic InSAR with Vision Transformers. CoRR Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
2022	J	`jnl`	Self-Supervised Contrastive Learning for Volcanic Unrest Detection. IEEE Geosci. Remote. Sens. Lett. Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
2022	J	`jnl`	Self-supervised Contrastive Learning for Volcanic Unrest Detection. CoRR Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
2021	J	`jnl`	A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. Remote. Sens. Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Ioannis Papoutsis, Vassilia Karathanassi
2021	J	`jnl`	Deep Learning Methods for Daily Wildfire Danger Forecasting. CoRR Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis, Gustau Camps-Valls, Michele Ronco, Miguel-Ángel Fernández-Torres, Maria Piles Guillem, Nuno Carvalhais
2021	J	`jnl`	Efficient deep learning models for land cover image classification. CoRR Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos
2021	—	`conf`	Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. MMM (2) Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos
2021	J	`jnl`	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. Maria Rousi, Vasileios Sitokonstantinou, Georgios Meditskos, Ioannis Papoutsis, Ilias Gialampoukidis, Alkiviadis Koukos, Vassilia Karathanassi, Thanassis Drivas, Stefanos Vrochidis, Charalampos Kontoes, Ioannis Kompatsiaris
2021	C	`conf`	Sen4AgriNet: A Harmonized Multi-Country, Multi-Temporal Benchmark Dataset for Agricultural Earth Observation Machine Learning Applications. IGARSS Dimitris Sykas, Ioannis Papoutsis, Dimitrios Zografakis
2020	J	`jnl`	InSAR Campaign Reveals Ongoing Displacement Trends at High Impact Sites of Thessaloniki and Chalkidiki, Greece. Remote. Sens. Nikos Svigkas, Constantinos Loupasakis, Ioannis Papoutsis, Charalambos Kontoes, Stavroula Alatza, Ploutarchos Tzampoglou, Cristiano Tolomei, Thomas Spachos
2020	J	`jnl`	InSAR Greece with Parallelized Persistent Scatterer Interferometry: A National Ground Motion Service for Big Copernicus Sentinel-1 Data. Remote. Sens. Ioannis Papoutsis, Charalampos Kontoes, Stavroula Alatza, Alexis Apostolakis, Constantinos Loupasakis
2020	J	`jnl`	Multi-Temporal InSAR Analysis for Monitoring Ground Deformation in Amorgos Island, Greece. Sensors Stavroula Alatza, Ioannis Papoutsis, Demitrios Paradissis, Charalampos Kontoes, Gerassimos A. Papadopoulos
2019	J	`jnl`	On the Segmentation of the Cephalonia-Lefkada Transform Fault Zone (Greece) from an InSAR Multi-Mode Dataset of the Lefkada 2015 Sequence. Remote. Sens. Nikos Svigkas, Simone Atzori, Anastasia Kiratzi, Cristiano Tolomei, Andrea Antonioli, Ioannis Papoutsis, Stefano Salvi, Charalambos Kontoes
2018	—	`conf`	On the Pathway to Success: Becoming a Leading Earth Observation Centre Through the EXCELSIOR Project. EuroMed (1) 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
2018	J	`jnl`	Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. Remote. Sens. Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes, Alberto Lafarga Arnal, Ana Pilar Armesto Andrés, José Angel Garraza Zurbano
2017	J	`jnl`	Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. Remote. Sens. Ioannis Papoutsis, Charalampos Kontoes, Demitrios Paradissis
2014	J	`jnl`	Wildfire monitoring using satellite images, ontologies and linked geospatial data. J. Web Semant. Kostis Kyzirakos, Manos Karpathiotakis, George Garbis, Charalampos Nikolaou, Konstantina Bereta, Ioannis Papoutsis, Themos Herekakis, Dimitrios Michail, Manolis Koubarakis, Charalambos Kontoes
2013	J	`jnl`	National Scale Operational Mapping of Burnt Areas as a Tool for the Better Understanding of Contemporary Wildfire Patterns and Regimes. Sensors Charalambos Kontoes, Iphigenia Keramitsoglou, Ioannis Papoutsis, Nicolas I. Sifakis, Panteleimon Xofis
2012	—	`conf`	Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. RR 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
2012	—	`conf`	Real Time Fire Monitoring Using Semantic Web and Linked Data Technologies. ISWC (Posters & Demos) Kostis Kyzirakos, Manos Karpathiotakis, George Garbis, Charalampos Nikolaou, Konstantina Bereta, Michael Sioutis, Ioannis Papoutsis, Themistoklis Herekakis, Dimitrios Michail, Manolis Koubarakis, Charalambos Kontoes
2012	J	`jnl`	TELEIOS: A Database-Powered Virtual Earth Observatory. Proc. VLDB Endow. 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
2009	J	`jnl`	Permanent Scatterer InSAR Analysis and Validation in the Gulf of Corinth. Sensors Panagiotis Elias, Charalambos Kontoes, Ioannis Papoutsis, Ioannis Kotsis, Aggeliki Marinou, Dimitris Paradissis, Dimitris Sakellariou
2007	C	`conf`	Small scale surface deformation detection of the Gulf of Corinth (Hellas) using Permanent Scatterers technique. IGARSS Panagiotis Elias, Charalambos Kontoes, Ioannis Papoutsis, Ioannis Kotsis