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    • LAFI-diffusion： Construction and generation method of satellite remote sensing ship target detection dataset based on controllable diffusion model

    • “A large-scale fine-grained ship instance detection LAFI dataset was constructed, and a million level ship target detection dataset LAFI Diffusion was further constructed based on a stable diffusion model. The research progress in the field of satellite remote sensing was introduced, and the research team established a million level composite data generation system to provide a solution to the problem of data scarcity in ocean monitoring.”
      • role：First author第一作者
      • Affiliation：

        School of Geography and Planning, Sun Yat-sen University, Guangzhou 510006, China

      • Email：heda@mail.sysu.edu.cn
      • Introduction：何达，研究方向为遥感大数据智能解译。E-mail： heda@mail.sysu.edu.cn

      HE Da

      1,
      • Affiliation：

        School of Geography and Planning, Sun Yat-sen University, Guangzhou 510006, China

      LI Zeyu

      1,
      • Affiliation：

        School of Geography and Planning, Sun Yat-sen University, Guangzhou 510006, China

      LIU Haoran

      1,
      • role：Corresponding author通信作者
      • Affiliation：

        College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China

      • Email：xikun@nudt.edu.cn
      • Introduction：胡锡坤，研究方向为智能目标识别、遥感野火监测。E-mail： xikun@nudt.edu.cn

      HU Xikun

      2 * ,
      • Affiliation：

        College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China

      ZHONG Ping

      2,
      • Affiliation：

        School of Geography and Planning, Sun Yat-sen University, Guangzhou 510006, China

      SHI Qian

      1
    • Vol. 30, Issue 7, Pages: 2194-2210(2026)  

    • DOI：10.11834/jrs.20265303    

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