The First Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results

Boyang Li, Xinyi Ying, Ruojing Li, Yongxian Liu, Yangsi Shi +1 more
8/18/2024
cs.CV

No official code found. Best implementation: XinyiYing/BasicIRSTD (315 stars, last commit 2024-12-20).

Abstract

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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Code Implementations(1)

XinyiYing/BasicIRSTDCommunity100%

BasicIRSTD toolbox

31545C, C++Apr 4, 20231 years ago

Cite this paper

@article{li2024first,
  title  = {The First Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results},
  author = {Boyang Li and Xinyi Ying and Ruojing Li and Yongxian Liu and Yangsi Shi and Miao Li},
  year   = {2024},
  eprint = {2408.09615},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2408.09615v1}
}

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