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Journal Article Marker-based adaptive virtual military training system for enhanced immersion and realism
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Authors
Hoseok Tong, Seongjean Kim, Hyunse Yoon, Jungsu Kim, Soyeon Lee, Sangjoon Park, Blagovest Vladimirov, Sanghoon Lee
Issue Date
2025-06
Citation
ETRI Journal, v.47, no.3, pp.393-409
ISSN
1225-6463
Publisher
한국전자통신연구원
Language
Korean
Type
Journal Article
DOI
https://dx.doi.org/10.4218/etrij.2024-0456
Abstract
The complexity of modern battlefields demands advanced military training systems that prepare forces for realistic scenarios. Even though traditional training methods are effective, they are costly and time consuming and are associated with safety risks. Virtual training systems offer a safer and more cost-effective alternative; however, current solutions often compromise realism because of the need for multiple sensors and wearable devices that can diminish immersion. To address these limitations, we propose a marker-based, adaptive, virtual military training system (MAVMTS) that enhances realism by using a minimal set of fiducial markers and multiview cameras to estimate the trainee's posture and weapon orientation without cumbersome wearables. The system integrates action recognition to generate responsive virtual adversaries, thereby creating dynamic and immersive training environments. MAVMTS reduces considerably the equipment burden and enhances the realism of virtual military training, thereby offering a more effective solution for preparing personnel for modern warfare.
KSP Keywords
Action recognition, Fiducial marker, Military training, Training system, Virtual Training, Wearable Devices, cost-effective, marker-based, minimal set, multiple sensors, need for
This work is distributed under the term of Korea Open Government License (KOGL)
(Type 4: : Type 1 + Commercial Use Prohibition+Change Prohibition)
Type 4: