Astronomical big data processing using machine learning: A comprehensive review

S Sen, S Agarwal, P Chakraborty, KP Singh - Experimental Astronomy, 2022 - Springer
Astronomy, being one of the oldest observational sciences, has collected a lot of data over
the ages. In recent times, it is experiencing a huge data surge due to advancements in …

[HTML][HTML] CoLiTecVS software for the automated reduction of photometric observations in CCD-frames

VE Savanevych, SV Khlamov, VS Akhmetov… - Astronomy and …, 2022 - Elsevier
In this article, we present the new product and its description developed by the CoLiTec
(Collection Light Technology) project (Khlamov & Savanevych 2020), called CoLiTecVS …

[PDF][PDF] DEVELOPMENT OF COMPUTATIONAL METHOD FOR MATCHED FILTRATION WITH ANALYTICAL PROFILE OF THE BLURRED DIGITAL IMAGE.

S Khlamov, V Vlasenko… - Eastern-European …, 2022 - pdfs.semanticscholar.org
This computational method is based on the analytical selection of the typical form of the
object's image, as well as on the choice of spe cial parameters for the transfer function of the …

Mathematical methods for an accurate navigation of the robotic telescopes

V Savanevych, S Khlamov, O Briukhovetskyi… - Mathematics, 2023 - mdpi.com
Accurate sky identification is one of the most important functions of an automated telescope
mount. The more accurately the robotic telescope is navigated to the investigated part of the …

Formation of a typical form of an object image in a series of digital frames

V Savanevych, S Khlamov, V Vlasenko… - … -European Journal of …, 2022 - papers.ssrn.com
A computational method for the automated formation of a typical form of a digital image of
the investigated objects on a series of digital frames has been developed. Due to the …

Recognition of the astronomical images using the Sobel filter

S Khlamov, I Tabakova… - 2022 29th International …, 2022 - ieeexplore.ieee.org
We presented the overview and realization of recognition prospects into processing of the
astronomical images using the Sobel filter in this research. It was designed for the border …

Big astronomical datasets and discovery of new celestial bodies in the Solar System in automated mode by the CoLiTec software

S Khlamov, V Savanevych - Knowledge Discovery in Big Data from …, 2020 - Elsevier
Modern astronomical systems and telescopes allow taking a lot of frames of considerable
sky area in one night. This is a big amount of the raw data sets that should be processed …

New approach for pixelization of big astronomical data for machine vision purpose

V Akhmetov, S Khlamov, I Tabakova… - 2019 IEEE 28th …, 2019 - ieeexplore.ieee.org
In this paper we presented the new algorithm for pixelization of astronomical data in celestial
sphere. This algorithm is used for partition and analysis of the large astronomical catalogues …

Cloud computing analysis of Indian ASAT test on March 27, 2019

V Akhmetov, S Khlamov… - … and Technology (PIC …, 2019 - ieeexplore.ieee.org
In this paper we presented the results of cloud computing and analysis of orbital parameters
of the satellite fragments that formed by first India anti-satellite (ASAT) missile against a" live" …

Development of the matched filtration of a blurred digital image using its typical form

S Khlamov, V Savanevych, V Vlasenko… - … -European Journal of …, 2023 - papers.ssrn.com
The appearance of" blurred" digital images is a consequence of the violation of the
immobility of the camera during the shooting of the objects under study. To this end, a …