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xdFai/README.md

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I am currently a postdoctoral researcher at the Multi-modal Information Fusion and Perception [MIFP] Research Group, School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology (HFUT). I am proud to be part of a team led by Professor [Liuyu(刘羽)].

袁帅,合肥工业大学仪器科学与光电工程学院A类博士后,刘羽教授团队。曾受国家留学基金委资助,于澳大利亚墨尔本大学完成一年联合培养,获博士研究生国家奖学金、中电集团一等奖学金等。聚焦红外图像复原与红外小目标检测技术,主持研究生创新基金1项,参研国家自然科学基金、领域基金、ZF快速支持、省重点研发计划等项目8项;发表论文15篇,以第一作者发表期刊论文7篇,包括 ISPRS P&RS 1篇、IEEE TGRS 3篇(2篇长期入选ESI高被引论文,单篇最高引用300余次)、IEEE JSTARS 1篇、EI期刊论文2篇,以共同通讯作者发表 IEEE TIM 1篇;授权国家发明专利6项,获计算机软件著作权授权4项。

团队长期招募博士后、博士生、硕士生以及本科生,欢迎感兴趣的同学、老师联系我~

📫 How to reach me:

Publications:

* denotes corresponding author.

  • Shuai Yuan, Yu Liu*, Xiaopei Zhang, Xiang Yan*, Hanlin Qin, Naveed Akhtar. SP-KAN: Sparse-sine Perception Kolmogorov-Arnold Networks for Infrared Small Target Detection. ISPRS Journal of Photogrammetry and Remote Sensing, 2026. [Paper] [Code]
  • Shuai Yuan, Hanlin Qin*, Xiang Yan*, Naveed Akhtar, Ajmal Mian. SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection. IEEE Transactions on Geoscience and Remote Sensing, 2024. [Paper] [Code] [Paper Video] (ESI Highly Cited Paper💎, Champion Baseline of PRCV 2024, ICPR 2024 Track 1, and ICPR 2024 Track 2.) 190+⭐!
  • Shuai Yuan, Hanlin Qin*, Xiang Yan*, Shiqi Yang, Shuowen Yang, Naveed Akhtar, Huixin Zhou. ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping. IEEE Transactions on Geoscience and Remote Sensing, 2025. [Paper] [Code] [Paper_video] [Code Video] (ESI Highly Cited Paper💎, Effectively removes the non-uniformity stripe noise in real images.) 80+⭐!
  • Shuai Yuan, Hanlin Qin*, Xiang Yan*, Naveed Akhtar, Shiqi Yang, Shuowen Yang. IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping. IEEE Transactions on Geoscience and Remote Sensing, 2024. [Paper] [Code] (Association of image destriping and IRSTD tasks for the first time.)
  • Shuai Yuan, Hanlin Qin*, Renke Kou, Xiang Yan*, Zechuan Li, Chenxu Peng, Dongliang Wu, Huixin Zhou. Beyond Full Label: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025. [Paper] [Code] (Accurate labeling of three datasets for the first time.)
  • Shiqi Yang, Hanlin Qin*, Shuai Yuan*, Xiang Yan, Hossein Rahmani. DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping. IEEE Transactions on Instrumentation and Measurement, 2024. [Paper] [Code]
  • Shuai Yuan, Xiang Yan, Yugeng Zhang, Hanlin Qin*. High-dynamic infrared small target detection based on double-neighborhood difference amplification method (Invited). Infrared and Laser Engineering, 2022. [Paper] [Code]

👯 Journal Reviewer:

  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Geoscience and Remote Sensing (TGRS)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • IEEE Transactions on Multimedia (TMM)
  • Pattern Recognition (PR)

Pinned Loading

  1. SCTransNet SCTransNet Public

    [IEEE TGRS 2024] SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection

    Python 192 11

  2. SP-KAN SP-KAN Public

    [ISPRS 2026] SP-KAN: Sparse-sine Perception Kolmogorov–Arnold Networks for Infrared Small Target Detection

    Python 19 1

  3. ASCNet ASCNet Public

    [IEEE TGRS 2025] ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping

    Python 83 9

  4. EDGSP EDGSP Public

    [IEEE JSTAR 2025] Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation

    Python 31 3

  5. DestripeCycleGAN DestripeCycleGAN Public

    [IEEE TIM 2024] DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping

    Python 35 2

  6. IRSTDID-800 IRSTDID-800 Public

    [IEEE TGRS 2024] IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping

    Python 18