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2020 – today
- 2025
[c11]Vita Kashtan, Volodymyr V. Hnatushenko:
Deep learning-based segmentation of multi-temporal satellite imagery for flood detection. ISW-CoLInS 2025: 103-114- [c10]Vita Kashtan, Volodymyr V. Hnatushenko, Dmytro Babets, Krzysztof A. Cyran, Kamil Wereszczynski:
Hybrid quantum CNN-based information technology for building semantic segmentation in aerial imagery. AICS-CoLInS 2025: 150-162 - [c9]Vita Kashtan, Yevhen Radionov, Volodymyr V. Hnatushenko:
Aircraft detection in aerial imagery based on YOLO architectures. ISW-CoLInS 2025: 196-208 - [c8]Vita Kashtan, Volodymyr V. Hnatushenko, Maksym Ovcharenko, Artem Ivanko:
A hybrid neural network architecture for semantic-contextual analysis of emotions in social media. MoDaST 2025: 15-28 - [c7]Volodymyr V. Hnatushenko, Vita Kashtan, Oleksii Kazymyrenko:
Information technology for detecting cars on aerial imaging using a modified YOLO-OBB architecture. MoDaST 2025: 293-304 - 2024
- [j2]Grigorii Diachenko, Ivan Laktionov
, Artem Vizniuk, Vyacheslav Gorev, Vita Kashtan, Kostiantyn Khabarlak, Yana I. Shedlovska:
An Improved Approach to Prediction of Maize Disease Occurrence Based on Weather Monitoring and Machine Learning: Case of the Forest-Steppe and Northern Steppe of Ukraine. Balt. J. Mod. Comput. 12(4) (2024) - [j1]Ivan Laktionov, Grygorii Diachenko, Vita Kashtan, Artem Vizniuk, Vyacheslav Gorev, Kostiantyn Khabarlak, Yana I. Shedlovska:
A comprehensive review of recent approaches and Hardware-Software technologies for digitalisation and intellectualisation of Open-Field crop Production: Ukrainian case study in the global context. Comput. Electron. Agric. 225: 109326 (2024) - [c6]Volodymyr V. Hnatushenko, Serhii Nikulin, Vita Kashtan, Olga Korobko:
Methodology for calculating the geological structure complexity index using remote sensing data to improve the efficiency of machine learning. ICST 2024: 194-203 - [c5]Vita Kashtan, Denys Ivanov, Volodymyr V. Hnatushenko:
Geoinformation Technology for Modeling and Mapping Flooding Territory in the Event of the Dnipro Hydroelectric Power Station Dam Failure. ISDMCI (1) 2024: 93-115 - 2022
- [c4]Vita Kashtan, Volodymyr V. Hnatushenko:
Deep Learning Technology for Automatic Burned Area Extraction Using Satellite High Spatial Resolution Images. ISDMCI 2022: 664-685 - 2021
- [c3]Volodymyr V. Hnatushenko, Victoriia Hnatushenko, Vita Kashtan, Oleksandr Reuta, Iryna Udovyk:
Voxel Approach to the Shadow Formation Process in Image Analysis. IDAACS 2021: 33-36 - 2020
- [c2]Vita Kashtan, Volodymyr V. Hnatushenko:
A Wavelet and HSV Pansharpening Technology of High Resolution Satellite Images. IntelITSIS 2020: 67-76
2010 – 2019
- 2019
- [c1]Vita Kashtan, Volodymyr V. Hnatushenko:
Computer Technology of High Resolution Satellite Image Processing Based on Packet Wavelet Transform. CMiGIN 2019: 370-380
Coauthor Index
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