A multi-scale small object detection algorithm SMA-YOLO for UAV remote sensing images

A multi-scale small object detection algorithm SMA-YOLO for UAV remote sensing images

Abstract Detecting small objects in complex remote sensing environments presents significant challenges, including insufficient extraction of local spatial information, rigid feature fusion, and limited global feature representation. In addition, improving model performance requires a delicate balan...

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Bibliographic Details
Main Authors: Shilong Zhou, Haijin Zhou, Lei Qian
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Remote sensing images
Object detection
Multi-branch auxiliary
Feature fusion
Online Access:https://doi.org/10.1038/s41598-025-92344-7
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https://doi.org/10.1038/s41598-025-92344-7

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