Michalis Giannopoulos

ScholarGPS® ID: 66537357917986

Affiliation

University of Crete, Rethymnon, Greece

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Remote Sensing

Metrics Summary

Publication Count

Predicted Citations

156

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting (journal article) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis Remote Sensing, volume 16, issue 11, pages 2020- (2024). 10.3390/rs16112020 Cite \| Source
4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification (conference) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022) Singapore, Singapore 10.1109/ICASSP43922.2022.9746777 Cited by (2) \| Cite \| Source
4D U-Nets for Multi-Temporal Remote Sensing Data Classification (journal article) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis Remote Sensing, volume 14, issue 3, pages 634- (2022). 10.3390/rs14030634 Cited by (9) \| Cite \| Source
Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks (journal article) Giannopoulos, Michalis \| Aidini, Anastasia \| Pentari, Anastasia \| Fotiadou, Konstantina \| Tsakalides, Panagiotis Journal of Imaging, volume 6, issue 4, pages 24- (2020). 10.3390/jimaging6040024 Cited by (6) \| Cite \| Source
Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning (conference) Aidini, A. \| Giannopoulos, M. \| Pentari, A. \| Fotiadou, K. \| Tsakalides, P. 2019 53rd Asilomar Conference on Signals, Systems, and Computers (2019) Pacific Grove, CA, USA 10.1109/IEEECONF44664.2019.9048735 Cited by (3) \| Cite \| Source
Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement (journal article) Tsagkatakis, Grigorios \| Aidini, Anastasia \| Fotiadou, Konstantina \| Giannopoulos, Michalis \| Pentari, Anastasia \| Tsakalides, Panagiotis Sensors, volume 19, issue 18, pages 3929- (2019). 10.3390/s19183929 Cited by (98) \| Cite \| Source
On the Impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery (conference) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis 2018 26th European Signal Processing Conference (EUSIPCO) (2018) Rome 10.23919/EUSIPCO.2018.8552934 Cited by (3) \| Cite \| Source
Matrix and Tensor Signal Modelling in Cyber Physical Systems (book chapter) In Smart Water Grids Tsagkatakis, Grigorios \| Fotiadou, Konstantina \| Giannopoulos, Michalis \| Aidini, Anastasia \| Panousopoulou, Athanasia \| Tsakalides, Panagiotis CRC Press (2018) 10.1201/b21948-4 Cited by (2) \| Cite \| Source