Publications

Conferences

  1. S. Andreadis, I. Gialampoukidis, A. Manconi, D. Cordeiro, V. Conde, M. Sagona, F. Brito, N. Pantelidis, T. Mavropoulos, N. Grosso, S. Vrochidis and I. Kompatsiaris, “Earthquakes: from Twitter detection to EO data processing”, 5th International Conference on Dynamics of Disasters (DOD 2021), 15-18 July 2021, Virtual (accepted for publication)
  2. I. Gialampoukidis, A. Moumtzidou, M. Bakratsas, S. Vrochidis, I. Kompatsiaris. “A multimodal tensor-based late fusion approach for satellite image search in Sentinel 2 images”, 27th International Conference on Multimedia Modeling (MMM 2021), June 2021, Prague, Czech Republic.
  3. W. Yao, A. Moumtzidou, C. O. Dumitru, S. Andreadis, I. Gialampoukidis, S. Vrochidis, M. Datcu, I. Kompatsiaris. “Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval”, 11th IAPR International Workshop on Pattern Recognition in Remote Sensing (PRRS 2020/2021), 10 January 2021, Online.
  4. A. Moumtzidou, M. Bakratsas, S. Andreadis, A. Karakostas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris. “Flood detection with Sentinel-2 satellite images in crisis management systems”, 17th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2020), 24-27 May 2020, Blacksburg, Virginia (USA).
  5. S. Andreadis, M. Bakratsas, P. Giannakeris, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris. “Multimedia Analysis Techniques for Flood Detection Using Images, Articles and Satellite Imagery”, in Proceedings of the Working Notes Proceeding MediaEval Workshop, 27-29 October 2019, Sophia Antipolis, France.
  6. L. Gale, B. Valentin, H. Boulahya, G. Vingione, G. Scarpino, L. Marzell, T. Pettengell, I. Gialampoukidis, S. Andreadis, S. Vrochidis, I. Kompatsiaris, D. Hoppe, L. Zhong, M. Ferri, D. Norbiato, F. Zaffanella, A. Karppinen, J. Tyynela, P. Karsisto, H. Kontoes, I. Papoutsis, V. Sitokonstantinou, T. Drivas, H.-W. Jo, H. Yoon. “H2020 EOPEN Easing Copernicus Data & Services Exploitation”, Asian Conference on Remote Sensing 2019, 14-18 October 2019, Daejeon, Korea.
  7. M. Mpakratsas, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris. “A Deep Neural Network Slope Reduction Model on Sentinel-1 Images for Water Mask Extraction”, Asian Conference on Remote Sensing 2019, 14-18 October 2019, Daejeon, Korea.
  8. V. Sitokonstantinou, T. Drivas, A. Koukos, I. Papoutsis, C. Kontoes. “Scalable Distributed Random Forest Classification for Paddy Rice Mapping”, Asian Conference on Remote Sensing 2019, 14-18 October 2019, Daejeon, Korea.
  9. A. Moumtzidou, M. Bakratsas, S. Andreadis, I. Gialampoukidis, S. Vrochidis and I. Kompatsiaris, “Road passability estimation using deep neural networks and satellite image patches”, Proc. of the 2019 conference on Big Data from Space (BiDS’19), doi:10.2760/848593, pp. 1–4, Munich, Germany, 2019
  10. G. Vingione, G. Scarpino, L. Marzell, T. Pettengell, I. Gialampoukidis, S. Andreadis, S. Vrochidis, I. Kompatsiaris, B. Valentin, L. Gale, W.-K. Lee, W. Lee, M. Gienger, D. Hoppe, V. Sitokonstantinou, I. Papoutsis, C. Kontoes, F. Baruffi, M. Ferri, H. Yoon, A. Karppinen and A.-M. Harri, “EOPEN: Open interoperable platform for unified access and analysis of earth observation data”, Proc. of the 2019 conference on Big Data from Space (BiDS’19), doi:10.2760/848593, pp. 1–4, Munich, Germany, 2019
  11. M. Krestenitis, G. Orfanidis, K. Ioannidis, K. Avgerinakis, S. Vrochidis and I. Kompatsiaris, “Early Identification of Oil Spills in Satellite Images Using Deep CNNs”, In International Conference on Multimedia Modeling (pp. 424-435), Springer, Cham, January 2019
  12. I. Gialampoukidis, A. Moumtzidou, M. G. Scarpino, G. Palumbo, S. Vrochidis, I. Kompatsiaris, F. Zaffanella, D. Norbiato, M. Ferri, & G.Vingione, “Earth Observation and Social Multimedia Data Fusion for Natural Hazards and Water Management: The H2020 EOPEN Project Paradigm”, 2nd International Conference Citizen Observatories for natural hazards and Water Management, Venice, 27-30 November 2018. DOI: 10.5281/zenodo.2545381
  13. S. Andreadis, I. Gialampoukidis, R. Fiorin, F. Lombardo, D. Norbiato, A. Karakostas, M. Ferri, S. Vrochidis and I. Kompatsiaris, “Social Media Observations for Flood Event Monitoring in Italy over a One-Year Period”, 2nd International Conference Citizen Observatories for natural hazards and Water Management (COWM 2018), 27-30 November 2018, Venezia, Italy. DOI: 10.5281/zenodo.2546519
  14. A. Moumtzidou, P. Giannakeris, S. Andreadis, A. Mavropoulos, G. Meditskos, I. Gialampoukidis, K. Avgerinakis, S. Vrochidis and I. Kompatsiaris, “A multimodal approach in estimating road passability through a flooded area using social media and satellite images”, @ multimedia satellite task MediaEval 2018. In Proceedings of the Working Notes Proceeding MediaEval Workshop, Sophia Antipolis, France, 29-31 October, 2018
  15. G. Orfanidis, K. Ioannidis, K. Avgerinakis, S. Vrochidis and I. Kompatsiaris, “A deep neural network for oil spill semantic segmentation in SAR images”, In 2018 25th IEEE International Conference on Image Processing (ICIP) (pp. 3773-3777), IEEE, October 2018
  16. G. Vingione, L. Marzell, E. Cadau., I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, B. Valentin, M. Melcott, L. Gale, W.-K. Lee, S. Woo, M. Gienger, D. Hoppe, C. Kontoes, I. Papoutsis, M. Ferri, F. Baruffi, J. Yoon, H. Yoon, A. Karppinen, A.-M. Harri, “THE H2020-EO EOPEN PROJECT”, INSPIRE Conference 2018, 18-21 September 2018, Antwerp, Belgium (poster presentation) DOI: 10.5281/zenodo.2546540
  17. S. Andreadis, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis and I. Kompatsiaris, “A Flood Monitoring Tool for Urban Areas Using Satellite, Weather and Social Data”, US-Serbia & West Balkan Data Science Workshop 2018 – Big Data and Critical Infrastructures, 26-28 August 2018, Belgrade, Serbia (poster presentation). DOI: 10.5281/zenodo.2542532
  18. V.Sitokonstantinou, I. Papoutsis, C. Kontoes, “A Transferable Sentinel-based Agriculture Monitoring Scheme”, 38th Annual EARSeL Symposium 9-12 July 2018 Earth Observation Supporting Sustainability Research Chania, Crete, Greece. DOI: 10.5281/zenodo.2549254
  19. P. Giannakeris, K. Avgerinakis, A. Karakostas, S. Vrochidis and I. Kompatsiaris, “People and vehicles in danger – A fire and flood detection system in social media”, 13th Workshop on IEEE Image, Video, and Multidimensional Signal Processing (IVMSP 2018), 10-12 June 2018, Zagori, Greece
  20. A. Moumtzidou, S. Andreadis, I. Gialampoukidis, A. Karakostas, S. Vrochidis and I. Kompatsiaris, “Flood relevance estimation from visual and textual content in social media streams”, In Companion of the The Web Conference 2018 on The Web Conference 2018 (pp. 1621-1627), International World Wide Web Conferences Steering Committee, April 2018.
  21. E. Michail, A. Moumtzidou, I. Gialampoukidis, K. Avgerinakis, M. G. Scarpino, S. Vrochidis, G. Vingione, I. Kompatsiaris, K. Labbassi, M. Menenti, F.-E. Elghandour, “Testing a Flood Mask Correction Method Of Optical Satellite Imagery Over Irrigated Agricultural Areas”, 2nd Mapping Water Bodies from Space Conference (MWBS2018), 27-28 March 2018, ESA-ESRIN Frascati, Italy. DOI: 10.5281/zenodo.2546622
  22. G. Vingione, L. Marzell, E. Cadau., I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, B. Valentin, M. Melcott, L. Gale, W.-K. Lee, S. Woo, M. Gienger, D. Hoppe, C. Kontoes, I. Papoutsis, M. Ferri, F. Baruffi, J. Yoon, H. Yoon, A. Karppinen, A.-M. Harri. “The H2020-EO EOPEN project”. ESA Conference on Big Data from Space 2017, 28-30 November 2017, Toulouse, France. DOI: 10.5281/zenodo.2549314

Journals

  1. V. Sitokonstantinou, A. Koukos, T. Drivas, C. Kontoes, I. Papoutsis, V. Karathanassi. “A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data”, in Remote Sensing, 13(9), p.1769, 2021.
  2. M. Rousi, V. Sitokonstantinou, G. Meditskos, I. Papoutsis, I. Gialampoukidis, A. Koukos, V. Karathanassi, T. Drivas, S. Vrochidis, C. Kontoes, I. Kompatsiaris. “Semantically enriched crop type classification and Linked Earth Observation Data to support the Common Agricultural Policy monitoring”, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020 (accepted for publication).
  3. D. Mantsis, M. Bakratsas, S. Andreadis, P. Karsisto, A. Moumtzidou, I. Gialampoukidis, A. Karppinen, S. Vrochidis, I. Kompatsiaris. “Multimodal Fusion of Sentinel-1 images and Social media Data for Snow Depth estimation”, in IEEE Geoscience and Remote Sensing Letters, 2020 (accepted for publication).
  4. H.W. Jo, S. Lee, E. Park, C.H. Lim, C. Song, H. Lee, Y. Ko, S. Cha, H. Yoon, W.K. Lee. “Deep Learning Applications on Multitemporal SAR (Sentinel-1) Image Classification Using Confined Labeled Data: The Case of Detecting Rice Paddy in South Korea,” in IEEE Transactions on Geoscience and Remote Sensing.(Early Access)