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In this paper, we briefly summarize the first competition on resource-limited infrared small target detection (namely, LimitIRSTD). This competition has two tracks, including weakly-supervised infrared small target detection (Track 1) and lightweight infrared small target detection (Track 2). 46 and 60 teams successfully registered and took part in Tracks 1 and Track 2, respectively. The top-performing methods and their results in each track are described with details. This competition inspires the community to explore the tough problems in the application of infrared small target detection, and ultimately promote the deployment of this technology under limited resource.

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ICPR 2024 Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results

  • 会议论文

  • 发表日期：

    2025年

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  • Boyang Li,
  • Xinyi Ying,
  • Ruojing Li,
  • Yongxian Liu,
  • Yangsi Shi,
  • Miao Li,
  • Xin Zhang,
  • Mingyuan Hu,
  • Chenyang Wu,
  • Yukai Zhang,
  • Hui Wei,
  • Dongli Tang,
  • Jian Zhao,
  • Lei Jin,
  • Chao Xiao,
  • Qiang Ling,
  • Zaiping Lin,
  • Weidong Sheng,
  • Weixing Li,
  • Chenxu Peng,
  • Wei Ke,
  • Yuhang He,
  • Huoren Yang,
  • Lingjie Liu,
  • Ziqi Liu,
  • Zelin Shi,
  • Yunpeng Liu,
  • Chuang Yu,
  • Jinmiao Zhao,
  • Shan Yang,
  • Heng Xiang,
  • You Li,
  • Guoqing Wang,
  • Tianyu Li,
  • Minghang Zhou,
  • Chenxi Lan,
  • Dongyu Xi,
  • Chaofan Qiao,
  • Yupeng Gao,
  • Yongxu Liu,
  • Wei Feng,
  • Zhihao Ma,
  • Deping Chen,
  • Xiaopeng Song,
  • Jiuping Yang,
  • Zhaobing Qiu,
  • Rixiang Ni,
  • Changhai Luo,
  • Ye Lin,
  • Shuyuan Zheng,
  • Baojin Huang,
  • Xiaoqi Zhou,
  • Qingshan Guo,
  • Xuyang Zhang,
  • Xiuhong Li,
  • Dangxuan Wu,
  • Jian Ma,
  • Haodong Zeng,
  • Luyao Wang,
  • Qiang Fu,
  • Yimian Dai,
  • Renke Kou,
  • Jian Song,
  • Changfeng Feng,
  • Zihao Xiong,
  • Mengxuan Xiao,
  • Hong Huang,
  • Yingxu Liu,
  • Quanyi Zhao

摘要

In this paper, we briefly summarize the first competition on resource-limited infrared small target detection (namely, LimitIRSTD). This competition has two tracks, including weakly-supervised infrared small target detection (Track 1) and lightweight infrared small target detection (Track 2). 46 and 60 teams successfully registered and took part in Tracks 1 and Track 2, respectively. The top-performing methods and their results in each track are described with details. This competition inspires the community to explore the tough problems in the application of infrared small target detection, and ultimately promote the deployment of this technology under limited resource.