Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

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Intellectual Information System for Monitoring Territories with High Risk of Mine Hazard for Informing the Population

Mamedova K.1, Shchur S.1
1 National Technical University “Igor Sikorsky Kyiv Polytechnic Institute”
e.mamedova.2023@gmail.com; sofiaschur04@gmail.com

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UDC: 519.8
Publication Language: Ukrainian
Stuc. intelekt. 2026; 31(2):194-202

Abstract: The article explores the pressing issue of developing and implementing automated tools for humanitarian demining in territories affected by armed aggression. The authors propose a concept for an intelligent system based on the combination of computer vision technologies and unmanned aerial platforms. Primary focus is given to the software complex architecture, which enables real-time monitoring of potentially hazardous areas without direct specialist involvement in high-risk zones. The current state of Ukrainian land contamination by explosive objects is analyzed, justifying the transition from manual survey methods to remote intelligent solutions. The described system includes modules for geospatial data collection, semantic image analysis, and classification of detected threats. Implementing such technologies is expected to significantly reduce the time required for primary non-technical territorial surveys and minimize the life risks for deminers. The study's results can be utilized by State Emergency Service units and international mine action organizations.

Keywords: artificial intelligence, computer vision, humanitarian demining, unmanned aerial vehicles, monitoring automation, hazardous objects, geoinformation systems

References:

  1. On mine action in Ukraine: Law of Ukraine dated 06.12.2018 No. 2642-VIII. Bulletin of the Verkhovna Rada of Ukraine. https://zakon.rada.gov.ua/laws/show/2642-19.
  2. Mobile application MineFree for informing about mine danger. https://www.minefree.info/
  3. The program "Demining Ukraine". Ministry of Economy of Ukraine. https://demine.gov.ua/
  4. Interactive map of territories requiring demining. State Emergency Service of Ukraine. https://mine.dsns.gov.ua/
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