CAFE-YOLO: an object detection algorithm from UAV perspective fusing channel attention and fine-grained feature enhancement

Abstract In aerial imagery captured by drones, object detection tasks often face challenges such as a high proportion of small objects, complex background interference, and insufficient lighting conditions, all of which substantially affect feature representation and detection accuracy. To address t...

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Bibliografische gegevens

Hoofdauteurs:	Chenglong Mi, Yanling Chen, Lei Zhu, Xiaolong Yu, Jinghua Sun, Qianchun Luo
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Nature Portfolio 2025-10-01
Reeks:	Scientific Reports
Onderwerpen:	Drone-captured imagery Object detection Channel attention mechanism Fine-grained feature enhancement
Online toegang:	https://doi.org/10.1038/s41598-025-18881-3
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