| Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement G Tsagkatakis, A Aidini, K Fotiadou, M Giannopoulos, A Pentari, ... Sensors 19 (18), 3929, 2019 | 170 | 2019 |
| Convolutional Neural Networks for Video Quality Assessment M Giannopoulos, G Tsagkatakis, S Blasi, F Toutounchi, A Mouchtaris, ... arXiv preprint arXiv:1809.10117, 2018 | 42 | 2018 |
| 4D U-Nets for Multi-Temporal Remote Sensing Data Classification M Giannopoulos, G Tsagkatakis, P Tsakalides Remote Sensing 14 (3), 634, 2022 | 17 | 2022 |
| Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks M Giannopoulos, A Aidini, A Pentari, K Fotiadou, P Tsakalides Journal of Imaging 6 (4), 24, 2020 | 9 | 2020 |
| Application of Tensor and Matrix Completion on Environmental Sensing Data. M Giannopoulos, S Savvaki, G Tsagkatakis, P Tsakalides ESANN, 2017 | 7 | 2017 |
| Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning A Aidini, M Giannopoulos, A Pentari, K Fotiadou, P Tsakalides 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1369-1373, 2019 | 5 | 2019 |
| 4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification M Giannopoulos, G Tsagkatakis, P Tsakalides ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 3 | 2022 |
| On the impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery M Giannopoulos, G Tsagkatakis, P Tsakalides 2018 26th European Signal Processing Conference (EUSIPCO), 1975-1979, 2018 | 3 | 2018 |
| Matrix and tensor signal modelling in cyber physical systems G Tsagkatakis, K Fotiadou, M Giannopoulos, A Aidini, A Panousopoulou, ... Smart Water Grids: A Cyber-Physical Systems Approach, 107, 2018 | 2 | 2018 |
| Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting M Giannopoulos, G Tsagkatakis, P Tsakalides Remote Sensing 16 (11), 2020, 2024 | | 2024 |
Panagiotis TsakalidesProfessor of Computer Science, University of Crete / Head, Signal Processing Lab, FORTH-ICSVerified email at csd.uoc.gr