Konstantina Fotiadou

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 15

Top Topics

Dictionary Learning

Super Resolution

Top Venues

Computational Imaging

Publications

Georgios I. Drakonakis, Grigorios Tsagkatakis, Konstantina Fotiadou, Panagiotis Tsakalides
OmbriaNet - Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dimitrios Skias, Sofia Tsekeridou, Theodore B. Zahariadis, Artemis C. Voulkidis, Terpsichori Helen Velivassaki, Konstantina Fotiadou
Pan-European Cybersecurity Incidents Information Sharing Platform to support NIS Directive. ARES (2021)
Konstantina Fotiadou, Terpsichori-Helen N. Velivasaki, Artemis C. Voulkidis, Dimitrios Skias, Sofia Tsekeridou, Theodore B. Zahariadis
Network Traffic Anomaly Detection via Deep Learning. Inf. 12 (5) (2021)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Snapshot High Dynamic Range Imaging via Sparse Representations and Feature Learning. IEEE Trans. Multim. 22 (3) (2020)
Konstantina Fotiadou, Terpsichori Helen Velivassaki, Artemis C. Voulkidis, Konstantinos Railis, Panagiotis Trakadas, Theodore B. Zahariadis
Incidents Information Sharing Platform for Distributed Attack Detection. IEEE Open J. Commun. Soc. 1 (2020)
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)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Spectral Super Resolution of Hyperspectral Images via Coupled Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 57 (5) (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)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Alternating Direction Method of Multipliers for Semi-blind Astronomical Image Deconvolution. ICASSP (2019)
Konstantina Fotiadou, Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides
Recovery of Soil Moisture Active Passive (SMAP) Instrument's Active Measurements via Coupled Dictionary Learning. Computational Imaging (2018)
Athanasia Panousopoulou, Samuel Farrens, Konstantina Fotiadou, Arnaud Woiselle, Grigorios Tsagkatakis, Jean-Luc Starck, Panagiotis Tsakalides
A Distributed Learning Architecture for Scientific Imaging Problems. CoRR (2018)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Deep Convolutional Neural Networks for the Classification of Snapshot Mosaic Hyperspectral Imagery. Computational Imaging (2017)
Konstantina Fotiadou, Grigorios Tsagkatakis, Bruno Moraes, Filipe B. Abdalla, Panagiotis Tsakalides
Denoising galaxy spectra with coupled dictionary learning. EUSIPCO (2017)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Spectral Resolution Enhancement of Hyperspectral Images via Sparse Representations. Computational Imaging (2016)
Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides
Low Light Image Enhancement via Sparse Representations. ICIAR (1) (2014)