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Multi-scale fire target detection algorithm using YOLO-fire

FAN Weiqiang DING Jiayan PENG Bin LIU Dong GAO Shuoheng JIA Changzhuo

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.625-636,12.

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.625-636,12.DOI:10.62756/jmsi.1674-8042.2025060

Multi-scale fire target detection algorithm using YOLO-fire

FAN Weiqiang ¹DING Jiayan ²PENG Bin ²LIU Dong ²GAO Shuoheng ²JIA Changzhuo²

作者信息

1. School of Electronic Information Engineering,Inner Mongolia University,Hohhot 010021,China Inner Mongolia Key Laboratory of Intelligent Communication and Sensing and Signal Processing,Hohhot 010021,China
2. School of Electronic Information Engineering,Inner Mongolia University,Hohhot 010021,China
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摘要

关键词

fire detection/early-stage fire/feature fusion/attention mechanism/loss function/network structure/YOLOv8

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引用本文复制引用

FAN Weiqiang,DING Jiayan,PENG Bin,LIU Dong,GAO Shuoheng,JIA Changzhuo..Multi-scale fire target detection algorithm using YOLO-fire[J].Journal of Measurement Science and Instrumentation,2025,16(4):P.625-636,12.

基金项目

supported by Natural Science Foundation of Inner Mongolia Autonomous Region,China(No.2023QN05023) （No.2023QN05023）

the Key R&D and Achievement Transformation Programs of Inner Mongolia Autonomous Region,China(Nos.2025KYPT0051,2025KYPT0050). （Nos.2025KYPT0051,2025KYPT0050）

Journal of Measurement Science and Instrumentation

ISSN：1674-8042

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