Pengaruh Jenis Kamera terhadap Performa Deteksi Drone dan Respons Kendali UAV Berbasis YOLOv8 dan YOLOv11

Nesha Roswanda Sakhdiah(1), Khazali Fahmi(2),


(1) Republic of Indonesia Defense University
(2) Republic of Indonesia Defense University
DOI: https://doi.org/10.34007/incoding.v6i2.1213

Keywords


UAV;drone detection;yolov8;yolov11

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References


J. Jessin, C. Heinzlef, N. Long, and D. Serre, “A Systematic Review of UAVs for Island Coastal Environment and Risk Monitoring: Towards a Resilience Assessment,” Mar. 01, 2023, Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/drones7030206.

P. Jiang, X. Yang, Y. Wan, T. Zeng, M. Nie, and Z. Liu, “DRBD-YOLOv8: A Lightweight and Efficient Anti-UAV Detection Model,” Sensors, vol. 24, no. 22, Nov. 2024, doi: 10.3390/s24227148.

B. Yilmaz and U. Kutbay, “YOLOv8-Based Drone Detection: Performance Analysis and Optimization,” Computers, vol. 13, no. 9, Sep. 2024, doi: 10.3390/computers13090234.

M. Huang, W. Mi, and Y. Wang, “EDGS-YOLOv8: An Improved YOLOv8 Lightweight UAV Detection Model,” Drones, vol. 8, no. 7, Jul. 2024, doi: 10.3390/drones8070337.

A. Fang, S. Feng, B. Liang, and J. Jiang, “Real-Time Detection of Unauthorized Unmanned Aerial Vehicles Using SEB-YOLOv8s,” Sensors, vol. 24, no. 12, Jun. 2024, doi: 10.3390/s24123915.

J. Li, J. Zhang, Y. Shao, and F. Liu, “SRE-YOLOv8: An Improved UAV Object Detection Model Utilizing Swin Transformer and RE-FPN,” Sensors, vol. 24, no. 12, Jun. 2024, doi: 10.3390/s24123918.

J. Su, Y. Qin, Z. Jia, and B. Liang, “MPE-YOLO: enhanced small target detection in aerial imaging,” Sci. Rep., vol. 14, no. 1, Dec. 2024, doi: 10.1038/s41598-024-68934-2.

Y. Zheng, Y. Jing, J. Zhao, and G. Cui, “LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO,” Nov. 2024, [Online]. Available: http://arxiv.org/abs/2411.00485

Z. Du, X. Feng, F. Li, Q. Xian, and Z. Jia, “A Lightweight UAV Visual Obstacle Avoidance Algorithm Based on Improved YOLOv8,” Computers, Materials and Continua, vol. 81, no. 2, pp. 2607–2627, 2024, doi: 10.32604/cmc.2024.056616.

A. Barisic, M. Car, and S. Bogdan, “Vision-based system for a real-time detection and following of UAV,” in 2019 International Workshop on Research, Education and Development on Unmanned Aerial Systems, RED-UAS 2019, Institute of Electrical and Electronics Engineers Inc., Nov. 2019, pp. 156–159. doi: 10.1109/REDUAS47371.2019.8999675.




DOI: https://doi.org/10.34007/incoding.v6i2.1213

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