Small Object Detection Algorithm for Aerial Photography Based on Improved YOLOv3

This study presents an improved You Only Look Once version 3 (YOLOv3) algorithm for small object detection, to address problems such as low detection precision for small objects, missed detection, and false detection in the detection process. First, in terms of network structure, the feature extract...

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Vydané v:	Ji suan ji gong cheng Ročník 51; číslo 6; s. 184 - 192
Hlavný autor:	XI Qi, WANG Mingjie, WEI Jinghe, ZHAO Wei
Médium:	Journal Article
Jazyk:	Chinese English
Vydavateľské údaje:	Editorial Office of Computer Engineering 15.06.2025
Predmet:	small object detection|you only look once version 3 (yolov3)|densely connected network (densenet)|loss function|generalized intersection over union (giou)
ISSN:	1000-3428
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