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Anton Chernukha

National University of Civil Defence of Ukraine

94 Chernyshevska str.

Kharkiv, 61023

Ukraine

SCHOLARLY PAPERS

6

DOWNLOADS

579

TOTAL CITATIONS

8

Scholarly Papers (6)

1.

Improving The Model Of Object Detection On Aerial Photographs And Video In Unmanned Aerial Systems

Eastern-European Journal of Enterprise Technologies, 1 (9 (115)), 24–34 2022, doi: https://doi.org/10.15587/1729-4061.2022.252876
Number of pages: 11 Posted: 29 Apr 2022
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Mykolayiv National Agrarian University, Mykolayiv National Agrarian University, Mykolayiv National Agrarian University, National Technical University "Kharkiv Polytechnic Institute" and National Technical University "Kharkiv Polytechnic Institute"
Downloads 160 (472,207)

Abstract:

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Neural network, object detection, VisDrone 2021, Microsoft COCO, YOLOv5x, unmanned aerial system

2.

Improving a Neural Network Model for Semantic Segmentation of Images of Monitored Objects in Aerial Photographs

Eastern-European Journal of Enterprise Technologies, 6 (2 (114)), 86–95. doi: https://doi.org/10.15587/1729-4061.2021.248390
Number of pages: 10 Posted: 10 Mar 2022
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Mykolayiv National Agrarian University, Kharkiv National Automobile and Highway University, National University of Pharmacy, O. M. Beketov National University of Urban Economy in Kharkiv, National Technical University "Kharkiv Polytechnic Institute" and National Technical University "Kharkiv Polytechnic Institute"
Downloads 139 (530,816)
Citation 1

Abstract:

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Semantic segmentation of images, convolutional neural network, aerial photograph, unmanned aerial vehicle

3.

Improvement of the Model of Object Recognition in Aero Photographs Using Deep Convolutional Neural Networks

Eastern-European Journal of Enterprise Technologies, 5(2 (113), 6–21, 2021. doi:10.15587/1729-4061.2021.243094
Number of pages: 16 Posted: 10 Jan 2022
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, Kharkiv National Automobile and Highway University, Ivan Kozhedub Kharkiv National Air Force University, Kharkiv National Automobile and Highway University and Kharkiv National University of Radio Electronics
Downloads 105 (664,543)
Citation 2

Abstract:

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object recognition, deep convolutional neural network, aerial photograph, unmanned aerial vehicle

4.

Construction of An Advanced Method for Recognizing Monitored Objects by a Convolutional Neural Network Using a Discrete Wavelet Transform

Slyusar, V., Protsenko, M., Chernukha, A., Gornostal, S., Rudakov, S., Shevchenko, S., Chernikov, O., Kolpachenko, N., Timofeyev, V., & Artiukh, R. (2021). Eastern-European Journal of Enterprise Technologies
Number of pages: 13 Posted: 21 Oct 2021
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, Kharkiv National Automobile and Highway University, Kharkiv Petro Vasylenko National Technical University of Agriculture, O.M. Beketov National University of Urban Economy in Kharkiv and State Enterprise “Southern State Design and Research Institute of Aviation Industry”
Downloads 76 (830,555)
Citation 3

Abstract:

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neural network, discrete wavelet transform, monitored objects, unmanned aircraft system

5.

Establishing rational conditions for obtaining potassium glycerate

Eastern-European Journal of Enterprise Technologies, 3(6 (111), 12–18. doi:10.15587/1729-4061.2021.231449
Number of pages: 7 Posted: 04 Aug 2021
Ukrainian Research Institute of Oils and Fats of the National Academy of Agrarian Sciences of Ukraine, Kharkiv Institute of Trade and Economics of Kyiv National University of Trade and Economics, Ukrainian Scientific Research Institute of Oils and Fats of the National Academy of Agricultural Sciences of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, Institute of Public Administration and Research in Civil Protection, Institute of Public Administration and Research in Civil Protection, National University of Pharmacy and National University of Civil Defence of Ukraine
Downloads 56 (1,000,027)
Citation 2

Abstract:

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potassium glycerate, potassium hydroxide, glycerin, reaction mixture, basic substance content

6.

Processing of Ethanol-Containing Waste of Oil Neutralization in the Technology of Hand Cleaning Paste

Eastern-European Journal of Enterprise Technologies, 1(10 (109), 23–29. doi: 10.15587/1729-4061.2021.225233, 2021
Number of pages: 7 Posted: 15 Apr 2021
Ukrainian Scientific Research Institute of Oils and Fats of the National Academy of Agricultural Sciences of Ukraine, Ukrainian Scientific Research Institute of Oils and Fats of the National Academy of Agricultural Sciences of Ukraine, Kharkiv Institute of Trade and Economics of Kyiv National University of Trade and Economics, National Technical University «Kharkiv Polytechnic Institute», National Technical University «Kharkiv Polytechnic Institute», Dnipro State Agrarian and Economic University (DSAEU), National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine, National University of Civil Defence of Ukraine and National University of Civil Defence of Ukraine
Downloads 43 (1,145,425)

Abstract:

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waste of oil and fat industry, alkaline neutralization of oils, water – glycerin – ethanol system, soapstock, hand cleaning paste, washing ability