29 citations · 59 across the 3 of their papers we have counts for
3 papers
SCSS-Net: Solar Corona Structures Segmentation by Deep Learning
Šimon Mackovjak, Martin Harman, Viera Maslej-Krešňáková +1
Structures in the solar corona are the main drivers of space weather processes that might directly or indirectly affect the Earth. Thanks to the most recent space-based solar obser…
Automatic classification of eclipsing binary stars using deep learning methods
Michal Čokina, Viera Maslej-Krešňáková, Peter Butka +1
In the last couple of decades, tremendous progress has been achieved in developing robotic telescopes and, as a result, sky surveys (both terrestrial and space) have become the sou…
Morphological classification of compact and extended radio galaxies using convolutional neural networks and data augmentation techniques
Viera Maslej-Krešňáková, Khadija El Bouchefry, Peter Butka
Machine learning techniques have been increasingly used in astronomical applications and have proven to successfully classify objects in image data with high accuracy. The current…