SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images

The rapid development of unmanned aerial vehicle (UAV) technology has contributed to the increasing sophistication of UAV-based object-detection systems, which are now extensively utilized in civilian and military sectors. However, object detection from UAV images has numerous challenges, including...

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Bibliographic Details
Published in:	Remote sensing (Basel, Switzerland) Vol. 16; no. 16; p. 3057
Main Authors:	Li, Yangang, Li, Qi, Pan, Jie, Zhou, Ying, Zhu, Hongliang, Wei, Hongwei, Liu, Chong
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 20.08.2024
Subjects:	Accuracy Algorithms data collection Data integration Deep learning Drones Feature extraction feature fusion Feature maps Frequency dependence Ground stations Information processing Military technology Multisensor fusion neck object detection Object recognition Parameters Receptive field Semantics small objects Spatial data UAV Unmanned aerial vehicles
ISSN:	2072-4292, 2072-4292
Online Access:	Get full text
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