SED-YOLO based multi-scale attention for small object detection in remote sensing

SED-YOLO based multi-scale attention for small object detection in remote sensing

Abstract Object detection is crucial for remote sensing image processing, yet the detection of small objects remains highly challenging due to factors such as image noise and cluttered backgrounds. In response to this challenge, this paper proposes an improved network, named SED-YOLO, based on YOLOv...

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Bibliographic Details
Main Authors: Xiaotan Wei, Zhensong Li, Yutong Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Remote sensing
Object detection
YOLO
Attention mechanism
Online Access:https://doi.org/10.1038/s41598-025-87199-x
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https://doi.org/10.1038/s41598-025-87199-x

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