Maria Sdraka

A Sentinel-2 Multiyear, Multicountry Benchmark Dataset for Crop Classification and Segmentation With Deep Learning

I. Papoutsis, Dimitrios Sykas, Maria Sdraka, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Deep Learning for Downscaling Remote Sensing Images: Fusion and super-resolution

K. Karantzalos, I. Papoutsis, Ilias Gialampoukidis, 2022, IEEE Geoscience and Remote Sensing Magazine.

The “Gene Cube”: A Novel Approach to Three-dimensional Clustering of Gene Expression Data

George I. Lambrou, Maria Sdraka, Dimitrios Koutsouris, 2019 .

Generative Adversarial Networks as an Advanced Data Augmentation Technique for MRI Data

Andreas Stafylopatis, Thanos Tagaris, Maria Sdraka, 2019, VISIGRAPP.

High-Resolution Class Activation Mapping

Andreas Stafylopatis, Thanos Tagaris, Maria Sdraka, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors

George Ioannou, Andreas Stafylopatis, Georgios Alexandridis, 2019, ICAAI.

FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2

I. Papoutsis, Maria Sdraka, Konstantinos Karantzalos, 2023, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping

I. Papoutsis, T. Herekakis, Maria Sdraka, 2023, 2311.12056.