Image small target detection in complex traffic scenes based on Yolov8 multiscale feature fusion

Addressing the challenging issues in small target detection within complex traffic scenes, such as scale variation, complex background noise, and the problems of missed and false detections, this paper introduces a Multi-Scale Feature Fusion YOLOv8 (MSFF-YOLOv8) approach. Initially, building upon th...

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Bibliografski detalji

Glavni autori:	Xuguang Chai, Meizhi Zhao, Jing Li, Junwu Li
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2025-07-01
Serija:	Alexandria Engineering Journal
Teme:	Complex traffic scenes Small target detection YOLOv8 Attention mechanism Knowledge distillation Multi-scale feature fusion
Online pristup:	http://www.sciencedirect.com/science/article/pii/S1110016825006088
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