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SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images
Research article (Remote Sensing, 2025) · cited 14× · AI/ML
SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images
Summary
SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images is a scholarly article[1].
Key Facts
SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images. Retrieved May 24, 2026, from https://4ort.xyz/entity/sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma
MLA“SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma.
BibTeX@misc{4ortxyz_sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images}}, year = {2026}, url = {https://4ort.xyz/entity/sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images — https://4ort.xyz/entity/sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma (retrieved 2026-05-24)
