Pengaruh Jenis Kamera terhadap Performa Deteksi Drone dan Respons Kendali UAV Berbasis YOLOv8 dan YOLOv11
(1) Republic of Indonesia Defense University
(2) Republic of Indonesia Defense University
Keywords
Full Text:
PDFReferences
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
Article Metrics
Abstract view : 35 timesPDF - 21 times
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 INCODING: Journal of Informatics and Computer Science Engineering
INCODING: Journal of Informatics and Computer Science EngineeringPublished by Mahesa Research Center Online ISSN: 2776-432X | DOI Prefix: 10.34007/incoding OAI-PMH: https://journal.mahesacenter.org/index.php/incoding/oai |
Quick LinksFocus & Scope | Author Guidelines Editorial Board | Peer Reviewers |
Editorial Office & LicensePerumahan Griya Nafisa 2, Blok A No. 10, Jl. Benteng Hilir / Titi Sewa, Percut Sei Tuan, Deli Serdang, Sumatera Utara 20371
|



