YOLO series algorithms in object detection of unmanned aerial vehicles: a survey

YOLO series algorithms are widely used in unmanned aerial vehicles (UAV) object detection scenarios due to their fast and lightweight properties. This article summarizes the key concepts in YOLO series algorithms, such as the anchor mechanism, feature fusion strategy, bounding box regression loss an...

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Bibliographic Details
Published in:	Service oriented computing and applications Vol. 18; no. 3; pp. 269 - 298
Main Authors:	Jiao, Li, Abdullah, Muhammad Irsyad
Format:	Journal Article
Language:	English
Published:	London Springer London 01.09.2024 Springer Nature B.V
Subjects:	Accuracy Algorithms Boxes Computer Appl. in Administrative Data Processing Computer Science Computer Systems Organization and Communication Networks e-Commerce/e-business IT in Business Management of Computing and Information Systems Object recognition Real time Software Engineering/Programming and Operating Systems Special Issue Paper Surveillance Telematics Unmanned aerial vehicles YOLO Unmanned aerial vehicles UAV Drone Object detection
ISSN:	1863-2386, 1863-2394
Online Access:	Get full text
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