PCPE-YOLO with a lightweight dynamically reconfigurable backbone for small object detection

PCPE-YOLO with a lightweight dynamically reconfigurable backbone for small object detection

Abstract In the domain of object detection, small object detection remains a pressing challenge, as existing approaches often suffer from limited accuracy, high model complexity, and difficulty meeting lightweight deployment requirements. In this paper, we propose PCPE-YOLO, a novel object detection...

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Bibliographic Details
Main Authors: Weijia Chen, Jiaming Liu, Tong Liu, Yaoming Zhuang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
YOLOv8
Object detection
Small object
Lightweight
Online Access:https://doi.org/10.1038/s41598-025-15975-w
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https://doi.org/10.1038/s41598-025-15975-w

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