Small-Scale Object Detection Algorithm Integrating Attention and Feature Pyramids

A modified Faster R-CNN algorithm is proposed to address the problem of poor detection ability for small-scale objects and occluded or truncated objects, combining the CBAM mechanism and feature pyramid structure. To focus on the efficient use of local information in feature images, the CBAM mechani...

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Bibliografiske detaljer

Hovedforfatter:	Wenshun SHENG, Xiongfeng YU, Jiayan LIN, Xin CHEN
Format:	Artigo
Sprog:	Inglês
Udgivet:	Editorial Office of Computer Engineering 2024-01-01
Serier:	Jisuanji gongcheng
Fag:	deep learning|attention mechanism|feature pyramid|small object detection|truncated object detection
Online adgang:	https://www.ecice06.com/fileup/1000-3428/PDF/20240126.pdf
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