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Ghost-Attention You Only Look Once(GA-YOLO):Enhancing Small Object Detection for Traffic Monitoring

Xinyue Zhang Yuxuan Zhao Jeremy S.Smith Yuechun Wang Gabriela Mogos Ka Lok Man Yutao Yue Young-Ae Jung

Computers, Materials & Continua2026,Vol.87Issue(5):P.1773-1804,32.
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Computers, Materials & Continua2026,Vol.87Issue(5):P.1773-1804,32.DOI:10.32604/cmc.2026.075415

Ghost-Attention You Only Look Once(GA-YOLO):Enhancing Small Object Detection for Traffic Monitoring

Xinyue Zhang 1Yuxuan Zhao 2Jeremy S.Smith 3Yuechun Wang 4Gabriela Mogos 5Ka Lok Man 1Yutao Yue 6Young-Ae Jung7

作者信息

  • 1. School of Advanced Technology,Xi’an Jiaotong-Liverpool University,Suzhou,China
  • 2. School of AI and Advanced Computing,Xi’an Jiaotong-Liverpool University,Suzhou,China
  • 3. Department of Electrical Engineering and Electronics,University of Liverpool,Liverpool,UK
  • 4. Department of Information Science and Technology,Sanda University,Shanghai,China
  • 5. School of Information Engineering,Wenzhou Business College,Wenzhou,China
  • 6. Thrust of Artificial Intelligence and Thrust of Intelligent Transportation,The Hong Kong University of Science and Technology(Guangzhou),Guangzhou,China Institute of Deep Perception Technology,JITRI,Wuxi,China XJTLU-JITRI Academy of Industrial Technology,Xi’an Jiaotong-Liverpool University,Suzhou,China Department of Mathematical Science Technology,University of Liverpool,Liverpool,UK
  • 7. Department of Artificial Intelligence Software Technology,Sun Moon University,Chung-nam,Republic of Korea
  • 折叠

摘要

关键词

Small object detection(SOD)/intelligent transportation system(ITS)/attention mechanism/YOLO

分类

交通工程

引用本文复制引用

Xinyue Zhang,Yuxuan Zhao,Jeremy S.Smith,Yuechun Wang,Gabriela Mogos,Ka Lok Man,Yutao Yue,Young-Ae Jung..Ghost-Attention You Only Look Once(GA-YOLO):Enhancing Small Object Detection for Traffic Monitoring[J].Computers, Materials & Continua,2026,87(5):P.1773-1804,32.

Computers, Materials & Continua

1546-2218

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