YOLO-Based UAV Technology: A Review of the Research and Its Applications

Chen, Chunling, Zheng, Ziyue, Xu, Tongyu, Guo, Shuang, Feng, Shuai, Yao, Weixiang, Lan, Yubin·2023·Drones
DOI 10.3390/drones7030190

Cited by (223)

Items 101–200 of 223

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  2. Persistent calyx of Rosa roxburghii recognition based on SimAM-YOLO-v5s
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  3. Detection of Trees and Objects in Apple Orchard from LiDAR Point Cloud Data Using a YOLOv5 Framework
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  4. Drone-Enabled Behavioral Mapping of Pedestrian-Vehicle interactions on Zebra Crossings near Schools
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  5. A feature recognition and detection algorithm for pine wilt disease trees based on FLMP-YOLOv8
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  6. MFR-YOLO: advancing UAV object detection with multi-scale feature refinement via deformable convolution and global attention
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  7. FlyPose: Towards Robust Human Pose Estimation From Aerial Views
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  8. A systematic review of image enhancement and object detection in low-light scenarios with benchmark experiments
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  9. Yolo5-Based UAV Surveillance for Tiny Object Detection on Airport Runways
    R V Sri Hari, Rishywanth Ambalam, B Ruban Kumar, M Ibrahim, R Ponnusamy · 2023 · International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI)
  10. Enhancing Cyber-Physical Security: Integrating Virtual Fences Within Digital Twins
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  11. Utilizing YoLov8 Architecture for Sharp-Edge Segmentation
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  12. An Algorithm Combining Deep Reinforcement Learning and Dynamic Programming for Solving TSP-D
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  13. RPDet: a re-parameterized efficient object detection network for UAV edge platforms
    Buhong Zhang, Zhigang Wang, Meibo Lv, Xiaodong Liu, Lei Zhang · 2025 · Journal of Real-Time Image Processing
  14. MFEAD-SODNet: multi-dimensional feature enhancement and multi-scale feature adaptive aggregation and diffusion network for small object detection
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  15. Optimizing drone-captured maritime rescue image object detection through dataset rebalancing under sample constraints
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  16. Scale-Aware UAV Detection in Aerial Imagery Using a Refined YOLOv8 with High-Resolution Feature Integration
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  17. Object Detection Algorithm Based on Improved YOLOv7 for UAV Images
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  18. A Complete Piping Identification Solution for Piping and Instrumentation Diagrams
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  19. MEP-YOLOv5s: Small-Target Detection Model for Unmanned Aerial Vehicle-Captured Images
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  20. Localization of Multiple GNSS Interference Sources Based on Target Detection in C/N0 Distribution Maps
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  21. MDRNet: Multiscale Dual Residual Network for Small Object Detection on UAV Aerial Images
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  22. Analysis on vision sensing and image processing trends in unmanned aerial vehicles
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  23. ISDC-YOLO: A Lightweight Small Object Detection Algorithm Based on Inverted Bottleneck and Semantic Detail Fusion Network for UAV Aerial Image
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  24. An FPGA-based accelerator design methodology for smart UAVs in precision agriculture: A case study
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  26. DARE-YOLO: A small object detection network for UAV scenarios via feature enhancement and dynamic multi-scale fusion
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  27. YOLO-PowerLite V2: An Enhanced Lightweight Detector for Real-Time Tiny Anomaly Identification on Overhead Transmission Lines in Complex Environments
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  28. An Investigation into Improved YOLOv8-based Target Detection Algorithms for UAV Aerial Imagery
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  29. A Multi-Stage Approach to UAV Detection, Identification, and Tracking Using Region-of-Interest Management and Rate-Adaptive Video Coding
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  30. The Information Technologies Use for UAS Operators’ Training
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  31. SD-YOLOv5: Implementation of Real-Time Staircase Detection on Jetson Nano Board
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  32. Aerial Vehicle Detection and DBSCAN-Based Interchange Region Identification for Urban Traffic Analysis
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  33. YOLO-MSPM: A Precise and Lightweight Cotton Verticillium Wilt Detection Network
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  34. Disaster impact analysis in Africa: EDDA - UAV building damage dataset of rural and urban Mozambique
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  35. YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series
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  36. Mapping urban large‐area advertising structures using drone imagery and deep learning‐based spatial data analysis
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  37. Enhancing Target Tracking: A Novel Grid-Based Beetle Antennae Search Algorithm and Confusion-Aware Detection
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  38. Research Progress in Cell Classification Detection Based on Deep Learning
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  39. Visual Scene Understanding and Interaction Design for Embodied Intelligence in Mobile Robots
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  40. PVD: A Detection Framework for Parking Vehicles on Highways From Oblique UAV Images
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  41. BSGNet: Vehicle Detection in UAV Imagery of Construction Scenes via Biomimetic Edge Awareness and Global Receptive Field Modeling
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  42. Optimized 5G-enabled UAV video transmission for emergency management: a multi-objective resource allocation framework using genetic algorithms and dynamic power optimization
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  43. YOLO-TLD: transmission line abnormal target detection model
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  44. YOLOLW-Net for PCB Surface Tiny Defect High Precision Detection
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  45. A real-world framework for automated product recognition and catalog generation: dataset, model, and analysis
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  46. LDSNet: A Lightweight Detail-Sensitive Network for Small Object Detection in Low-Altitude UAV Scenarios
    Tong Tan, Xianrong Peng, Junhua Zhang, Haorui Zuo, Y Zhang, Yunhao Wu, Hui Li · 2026 · Journal of Imaging
  47. YOLOv11-WDMA: A lightweight detection and recognition method for time-frequency aliasing multi-UAV RF signals
    Shuai Wu, Di Wu, Tao Hu, Sun YingZhao, Ting Li, QingYu Shi, HongMei Zhao · 2026 · Physical Communication
  48. VFD-YOLO: A Novel Method for Vehicle Detection from a Drone Perspective
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  49. Deep Learning Methods for Breast Cancer Detection, Classification, and Segmentation Using MRI Scans: A Systematic Review
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  50. Analysis of data from UAVs for surveillance and threat identification in maritime areas
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  51. Research on Visual Algorithm for Fire Detection of Firefighting UAVs Based on Infrared Imaging
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  52. Application of Unmanned Aerial Vehicle and YOLOv5 Model to Identify Water for Risk Assessment of Dengue Fever
    Chan Huy Quan, Anouk Badie, Mattis Dautremont, Nguyen Kim Ngan Luu, Khánh Hiếu Ngô · 2024 · Lecture notes in mechanical engineering
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  54. Advancing Object Discovery: Unveiling the Power of YOLO in Computer Vision Applications
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  55. Development Status and Military Application of Rotary Wing UAVs
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  56. Challenges of Computer Vision for Commercial Unmanned Aerial Vehicle Detection
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  57. An improved lightweight YOLOv10 for detecting key components in a cable terminal yard
    Yaoxuan Ruan, Tao Xu, Mao Li, Runge Lu, Long Xu, Hao Zhang · 2025 · International Journal of Parallel Emergent and Distributed Systems
  58. YOLO-Powered Deep Learning Framework for Smart Drone Surveillance in Emergency Rescue Operation
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    Yuri Sarreta Oda · 2023 · Digital Library of Theses and Dissertations (Universidade de São Paulo)
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  63. Enhancing the Highway Transportation Systems with Traffic Congestion Detection Using the Quadcopters and CNN Architecture Schema
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  64. Global-Local Context Enhanced YOLO for Small Object Detection in UAV Images
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