Michalis Giannopoulos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Quality Assessment

Multi Spectral Images

Convolutional Neural Networks

Top Venues

Publications

Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting. Remote. Sens. 16 (11) (2024)
Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides
4D U-Nets for Multi-Temporal Remote Sensing Data Classification. Remote. Sens. 14 (3) (2022)
Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides
4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification. ICASSP (2022)
Michalis Giannopoulos, Anastasia Aidini, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides
Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks. J. Imaging 6 (4) (2020)
Anastasia Aidini, Michalis Giannopoulos, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides
Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning. ACSSC (2019)
Grigorios Tsagkatakis, Anastasia Aidini, Konstantina Fotiadou, Michalis Giannopoulos, Anastasia Pentari, Panagiotis Tsakalides
Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement. Sensors 19 (18) (2019)
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio G. Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo
Convolutional Neural Networks for Video Quality Assessment. CoRR (2018)
Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides
On the Impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery. EUSIPCO (2018)
Michalis Giannopoulos, Sofia Savvaki, Grigorios Tsagkatakis, Panagiotis Tsakalides
Application of Tensor and Matrix Completion on Environmental Sensing Data. ESANN (2017)