Konstantina Fotiadou

OmbriaNet—Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion

Georgios I. Drakonakis, Grigorios Tsagkatakis, Konstantina Fotiadou et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Spectral Super Resolution of Hyperspectral Images via Coupled Dictionary Learning

Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 57 citations

Engineering, Multispectral Imaging, Sparse Imaging +20

Deep Convolutional Neural Networks for the Classification of Snapshot Mosaic Hyperspectral Imagery

Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides · Electronic Imaging · 2017 · 25 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Spectral Resolution Enhancement of Hyperspectral Images via Sparse Representations

Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides · Electronic Imaging · 2016 · 12 citations

Engineering, Machine Learning, Spectral Resolution +18

Snapshot High Dynamic Range Imaging via Sparse Representations and Feature Learning

Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides · IEEE Transactions on Multimedia · 2019 · 12 citations