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

    • “The research team has constructed the largest and most diverse publicly available ship dataset, LAFI, which includes 8000 high-resolution remote sensing images, 49 types of ships, and 48717 finely annotated instances. Based on a stable diffusion model, they have further developed the million level ship target detection dataset LAFI Diffusion, providing a solution to the shortcomings of existing datasets in terms of scale, diversity, and granularity, and opening up new directions for satellite remote sensing image ship target detection research.”
      • 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：

        National Key Laboratory of Science and Technology on Automatic Target Recognition, 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：

        National Key Laboratory of Science and Technology on Automatic Target Recognition, 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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