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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| Main Authors: | Shilong Zhou, Haijin Zhou, Lei Qian |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-03-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-92344-7 |
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