SDMSEAF-YOLOv8: a framework to significantly improve the detection performance of unmanned aerial vehicle images

The detailed, high-resolution images captured by drones pose challenges to target detection algorithms with complex scenes and small-sized targets. Moreover, targets in unmanned aerial vehicle images are usually affected by factors such as viewing perspective, occlusion, and light, which increase th...

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Bibliographic Details

Published in:	Geocarto International
Main Authors:	Linxuan Li, Xiaoyu Liu, Xuan Chen, Fengjuan Yin, Bin Chen, Yufeng Wang, Fanbin Meng
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2024-01-01
Subjects:	SDMSEAF-YOLOv8 VisDrone2019 SPD BiFPN MultiSEAM
Online Access:	https://www.tandfonline.com/doi/10.1080/10106049.2024.2339294