| Deep supervised learning for hyperspectral data classification through convolutional neural networks K Makantasis, K Karantzalos, A Doulamis, N Doulamis 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 1039 | 2015 |
| Building detection in very high resolution multispectral data with deep learning features M Vakalopoulou, K Karantzalos, N Komodakis, N Paragios 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 356 | 2015 |
| Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data M Papadomanolaki, S Verma, M Vakalopoulou, S Gupta, K Karantzalos IGARSS 2019-2019 IEEE international geoscience and remote sensing symposium …, 2019 | 150 | 2019 |
| Recognition-driven two-dimensional competing priors toward automatic and accurate building detection K Karantzalos, N Paragios IEEE Transactions on Geoscience and Remote Sensing 47 (1), 133-144, 2008 | 147 | 2008 |
| Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing I Kakogeorgiou, K Karantzalos International Journal of Applied Earth Observation and Geoinformation 103 …, 2021 | 116 | 2021 |
| Vehicle detection and traffic density monitoring from very high resolution satellite video data G Kopsiaftis, K Karantzalos 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 114 | 2015 |
| Leaf area index estimation in vineyards from UAV hyperspectral data, 2D image mosaics and 3D canopy surface models I Kalisperakis, C Stentoumis, L Grammatikopoulos, K Karantzalos The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2015 | 106 | 2015 |
| What to hide from your students: Attention-guided masked image modeling I Kakogeorgiou, S Gidaris, B Psomas, Y Avrithis, A Bursuc, K Karantzalos, ... European Conference on Computer Vision, 300-318, 2022 | 102 | 2022 |
| A deep multitask learning framework coupling semantic segmentation and fully convolutional LSTM networks for urban change detection M Papadomanolaki, M Vakalopoulou, K Karantzalos IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7651-7668, 2021 | 97 | 2021 |
| Monitoring urban changes based on scale-space filtering and object-oriented classification G Doxani, K Karantzalos, M Tsakiri-Strati International Journal of Applied Earth Observation and Geoinformation 15, 38-48, 2012 | 89 | 2012 |
| Object-based image analysis through nonlinear scale-space filtering A Tzotsos, K Karantzalos, D Argialas ISPRS Journal of Photogrammetry and Remote Sensing 66 (1), 2-16, 2011 | 86 | 2011 |
| Improving edge detection and watershed segmentation with anisotropic diffusion and morphological levellings K Karantzalos, D Argialas International Journal of Remote Sensing 27 (24), 5427-5434, 2006 | 85 | 2006 |
| Multitemporal very high resolution from space: Outcome of the 2016 IEEE GRSS data fusion contest L Mou, X Zhu, M Vakalopoulou, K Karantzalos, N Paragios, B Le Saux, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 83 | 2017 |
| A region-based level set segmentation for automatic detection of man-made objects from aerial and satellite images K Karantzalos, D Argialas Photogrammetric Engineering & Remote Sensing 75 (6), 667-677, 2009 | 80 | 2009 |
| Automatic detection and tracking of oil spills in SAR imagery with level set segmentation K Karantzalos, D Argialas International Journal of Remote Sensing 29 (21), 6281-6296, 2008 | 74 | 2008 |
| Remotely sensing the source and transport of marine plastic debris in Bay Islands of Honduras (Caribbean Sea) A Kikaki, K Karantzalos, CA Power, DE Raitsos Remote Sensing 12 (11), 1727, 2020 | 72 | 2020 |
| Correcting image refraction: Towards accurate aerial image-based bathymetry mapping in shallow waters P Agrafiotis, K Karantzalos, A Georgopoulos, D Skarlatos Remote Sensing 12 (2), 322, 2020 | 71 | 2020 |
| Benchmarking deep learning frameworks for the classification of very high resolution satellite multispectral data M Papadomanolaki, M Vakalopoulou, S Zagoruyko, K Karantzalos ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2016 | 70 | 2016 |
| Big data concepts, theories, and applications S Yu, S Guo, ( Eds), Karmas, Tzotsos, Karantzalos Springer, 2016 | 68 | 2016 |
| Shallow water bathymetry mapping from UAV imagery based on machine learning P Agrafiotis, D Skarlatos, A Georgopoulos, K Karantzalos arXiv preprint arXiv:1902.10733, 2019 | 65 | 2019 |
