Maria Sdraka

11 papers A* 1B 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Magnifying change: Rapid burn scar mapping with multi-resolution, multi-source satellite imagery.
CoRR
Maria Sdraka, Dimitrios Michail, Ioannis Papoutsis
2025 J jnl
Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring.
CoRR
Nikolas Papadopoulos, Nikolaos-Ioannis Bountos, Maria Sdraka, Andreas Karavias, Ioannis Papoutsis
2024 J jnl
FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
2024 A* conf
Kuro Siwo: 33 billion m
NeurIPS
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Andreas Karavias, Ilektra Karasante, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2023 J jnl
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2.
CoRR
Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
2023 J jnl
Kuro Siwo: 12.1 billion m
CoRR
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2022 J jnl
A Sentinel-2 Multiyear, Multicountry Benchmark Dataset for Crop Classification and Segmentation With Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis
2022 J jnl
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning.
CoRR
Dimitrios Sykas, Maria Sdraka, Dimitrios Zografakis, Ioannis Papoutsis
2019 — conf
Generative Adversarial Networks as an Advanced Data Augmentation Technique for MRI Data.
VISIGRAPP (5: VISAPP)
Filippos Konidaris, Thanos Tagaris, Maria Sdraka, Andreas Stafylopatis
2019 B conf
High-Resolution Class Activation Mapping.
ICIP
Thanos Tagaris, Maria Sdraka, Andreas Stafylopatis
2019 — conf
Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors.
ICAAI
Thanos Tagaris, George Ioannou, Maria Sdraka, Georgios Alexandridis, Andreas Stafylopatis