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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Bibliographic Details

Published in:	Ji suan ji gong cheng Vol. 51; no. 6; pp. 184 - 192
Main Author:	XI Qi, WANG Mingjie, WEI Jinghe, ZHAO Wei
Format:	Journal Article
Language:	Chinese English
Published:	Editorial Office of Computer Engineering 15.06.2025
Subjects:	small object detection|you only look once version 3 (yolov3)|densely connected network (densenet)|loss function|generalized intersection over union (giou)
ISSN:	1000-3428
Online Access:	Get full text
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