Ryu, H., Park, M. and Kim, D.-Y. 2024. Object prediction and detection of ground-based weapon with an improved YOLO11 approach: Focusing on assumptions underlying operational environments and UAV-captured features related to PLZ-05 Self-Propelled Howitzer. Journal of Advances in Military Studies. 7, 3 (Dec. 2024), 13-30. DOI:https://doi.org/10.37944/jams.v7i3.256.