Ioannis Papoutsis

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 39

Top Topics

Geospatial Data

Semantically Enriched

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
Angelos Zavras, Dimitrios Michail, Begüm Demir, Ioannis Papoutsis
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment. CoRR (2024)
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 (2024)
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)
Spyros Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. CoRR (2023)
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)
Spyridon Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. NeurIPS (2023)
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
under the water. A global multi-temporal satellite dataset for rapid flood mapping. CoRR (2023)
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)
Ilektra Karasante, Lázaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, Ioannis Papoutsis
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics. CoRR (2023)
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 (2023)
Constantinos Loupasakis, Ioannis Papoutsis, Konstantinos G. Nikolakopoulos
Special Issue "Mapping and Monitoring of Geohazards with Remote Sensing Technologies". Remote. Sens. 15 (17) (2023)
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 (2023)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
Self-Supervised Contrastive Learning for Volcanic Unrest Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
Self-supervised Contrastive Learning for Volcanic Unrest Detection. CoRR (2022)
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)
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 (2022)
Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
Learning class prototypes from Synthetic InSAR with Vision Transformers. CoRR (2022)
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 (2022)
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) (2022)
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 (2022)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
Hephaestus: A large scale multitask dataset towards InSAR understanding. CoRR (2022)
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 (2022)
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 (2021)
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 (2021)
Dimitris Sykas, Ioannis Papoutsis, Dimitrios Zografakis
Sen4AgriNet: A Harmonized Multi-Country, Multi-Temporal Benchmark Dataset for Agricultural Earth Observation Machine Learning Applications. IGARSS (2021)
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) (2021)
Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos
Efficient deep learning models for land cover image classification. CoRR (2021)
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)
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) (2020)
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) (2020)
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) (2020)
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) (2019)
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)
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) (2018)
Ioannis Papoutsis, Charalampos Kontoes, Demitrios Paradissis
Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. Remote. Sens. 9 (3) (2017)
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 (2014)
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) (2013)
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)
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)
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) (2012)
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) (2009)
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)