[HTML][HTML] Full-disc Ca ii K observations—A window to past solar magnetism

T Chatzistergos, NA Krivova, I Ermolli - Frontiers in Astronomy and …, 2022 - frontiersin.org
Full-disc observations of the Sun in the Ca ii K line provide one of the longest collections of
solar data. First such observations were made in 1892 and since then various sites around …

Kanzelhöhe observatory: Instruments, data processing and data products

W Pötzi, A Veronig, R Jarolim, JM Rodríguez Gómez… - Solar Physics, 2021 - Springer
Kanzelhöhe Observatory for Solar and Environmental Research (KSO) of the University of
Graz (Austria) is in continuous operation since its foundation in 1943. Since the beginning …

Multi-channel coronal hole detection with convolutional neural networks

R Jarolim, AM Veronig, S Hofmeister… - Astronomy & …, 2021 - aanda.org
Context. A precise detection of the coronal hole boundary is of primary interest for a better
understanding of the physics of coronal holes, their role in the solar cycle evolution, and …

A universal method for solar filament detection from Hα observations using semi-supervised deep learning

A Diercke, R Jarolim, C Kuckein, SJG Manrique… - Astronomy & …, 2024 - aanda.org
Filaments are omnipresent features in the solar atmosphere. Their location, properties, and
time evolution can provide important information about changes in solar activity and assist in …

Instrument-To-Instrument translation: Instrumental advances drive restoration of solar observation series via deep learning

R Jarolim, AM Veronig, W Pötzi… - arXiv preprint arXiv …, 2024 - arxiv.org
The constant improvement of astronomical instrumentation provides the foundation for
scientific discoveries. In general, these improvements have only implications forward in time …

[PDF][PDF] Различные типы обработки изображений с помощью искусственного интеллекта

АВ Юдин, С Рокхая - Общество-наука-инновации: сборник статей …, 2021 - os-russia.com
Аннотация В статье рассматриваются различные методы искусственного интеллекта и
машинного обучения, используемые для решения задач распознавания образов и …

Различные типы обработки изображений с помощью искусственного интеллекта

С Рокхая - Интернаука, 2021 - elibrary.ru
В настоящей работе представлен обзор распространенных методов классификации
изображений в машинном обучении, т. е. методов отнесения объекта к одной из …

Solar image enhancement and quality assessment with deep learning

R Jarolim - unipub.uni-graz.at
The Sun is the only star that allows to resolve spatial features and to study plasma dynamics
in multi-channel imagery and spectroscopy, allowing for the study of plasma under extreme …