Publications

Clear filters

95 result(s)

Vernikos I., Giannopoulos G., Christopoulou A., Begaj A., Stefouli M., Bratsolis E. and Charou E., A dataset of Earth Observation Data for Lithological Mapping using Machine Learning, In EGU23, EGU General Assembly 2023, 2023. [url] [doi]

Panagiotopoulou, A., Grammatikopoulos, L., El Saer, A., Petsa E., Charou, E., Ragia, L., & Karras, G., Super-Resolution Techniques in Photogrammetric 3D Reconstruction from Close-Range UAV Imagery, In Heritage, MDPI AG, volume 6, (Pages: 2701–2715), 2023. [url] [doi]

Dimitra Koumoutsou, G. Siolas, Eleni Charou, G. Stamou, Generative Adversarial Networks for Data Augmentation in Hyperspectral Image Classification, Chapter in Generative Adversarial Learning: Architectures and Applications (Roozbeh Razavi-Far, Ariel Ruiz-Garcia, Vasile Palade, Juergen Schmidhuber, ed.), Springer, (Pages: 115-144), 2022. [url]

Antigoni Panagiotopoulou, Emmanuel Bratsolis, Lazaros Grammatikopoulos, Eleni Petsa, Eleni Charou, Konstantinos Poirazidis, Aristotelis Martinis, Nicholas Madamopoulos, Sentinel-2 Images at 2.5m Spatial Resolution via Deep-Learning: A Case Study in Zakythnos, Greece, In Accepted at 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), IEEE Press, (Pages: 1080–1084), 2022. [pdf] [doi]

Panagiotopoulou A., Bratsolis E., Grammatikopoulos L., Petsa E., Charou E., Poirazidis K., Martinis A., Madamopoulos N., Sentinel-2 Images at 2.5m Spatial Resolution via Deep-Learning: A Case Study in Zakythnos, In 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), IEEE, 2022. [url] [doi]

Antigoni Panagiotopoulou, Lazaros Grammatikopoulos, Georgia Kalousi, Eleni Charou, Sentinel-2 and SPOT-7 Images in Machine Learning Frameworks for Super-Resolution, In International Workshops and Challenges, International Conference on Pattern Recognition (ICPR 2021),10-15 January, Part VII, (Pages: 462–476), 2021. [url]

Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou, Class-Wise Principal Component Analysis for hyperspectral image feature extraction, 2021. [url]

Lampros Tasiopoulos, Marianthi Stefouli, Yorghos Voutos, Phivos Mylonas, Eleni Charou, Machine Learning Techniques in Agricultural Flood Assessment and Monitoring Using Earth Observation and Hydromorphological Analysis, In 13th EFITA International Conference, 25–26 May, online, Engineering proceedings, MDPI AG, volume 9, (Pages: 40), 2021. [url] [doi]

Antigoni Panagiotopoulou, Eleni Charou, Konstantinos Poirazidis, Yorghos Voutos, Aristotelis Martinis, Lazaros Grammatikopoulos, Eleni Petsa, Emmanuel Bratsolis, Phivos Mylonas, Deep-Learning Based Super-Resolution of Sentinel-2 Images for Monitoring Supercentenarian Olive Trees, In 25th Pan-Hellenic Conference on Informatics, ACM, 2021. [url] [doi]

© 2026 - Institute of Informatics and Telecommunications | National Centre for Scientific Research "Demokritos"

Terms of Service and Privacy Policy