🌱 Currently: Postdoctoral Researcher
🔭 Research Focus: Building an infrared small target ecosystem, including:
- Image/video generation & annotation
- Multi-task training & knowledge distillation
- Evaluation metrics & inference optimization
- Mobile deployment for infrared weak targets
- The first generation web version full stack visualization system has been open sourced, and you can access it https://github.com/kourenke/LW-IRSTNet/tree/main/IRSTD_streamlit Download the source code.
- We are currently dedicated to the research and development of more functional visualization systems.
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Kou R K, Wang C P, Peng Z M, et al.
Infrared small target segmentation networks: A survey
Pattern Recognition, 2023, 143: 109788
ESI Highly Cited👑WOS:00103718620000 -
寇人可, 王春平, 罗迎, 等.
单帧红外图像多尺度小目标检测技术综述
中国图象图形学报, 2024, 29(09):2625-2649
- Model driven algorithms
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Kou R K, Wang C P, Fu Q, et al.
Infrared small target detection based on improved density peak search and human visual mechanism
IEEE J-STARS, 2022, 15: 6144-6157
WOS:000838675100003 -
Xi Y Q, Liu D Y, Kou R K, et al.
Infrared Small Target Detection Based on Holistic Interframe Interaction and Spatiotemporal Local Contrast Method
IEEE GRSL, 2025.
- Data driven algorithms
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Kou R K, Wang C P, Yu Y, et al.
LW-IRSTNet: Lightweight infrared small target segmentation network
IEEE TGRS, 2023, 61: 5621313
ESI Highly Cited👑WOS:001119655900007 -
Xi Y Q, Liu D Y, Kou R K, et al.
Gradient Enhanced Feature Pyramid Network for Infrared Small Target Detection
IEEE GRSL, 2025. -
王培超,王家宝,寇人可,等. 边缘信息增强的轻量化红外小目标检测方法
计算机工程与应用, 2025
- Mask label generation algorithm
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Kou R K, Wang C P, Fu Q, et al.
MCGC: Multi-scale chain growth clustering for infrared targets under single-point supervision
IEEE TGRS, 2024, 62: 5620412
WOS:001214652600004 -
Yuan S, Qin H L, Kou R K, et al.
Beyond full labels: Energy-double-guided single-point prompt for infrared small target label generation
IEEE J-STARS, 2025.
- Tracking algorithm
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Kou R K, Wang C P, Yu Y, et al.
Infrared small target tracking via segmentation network and multistrategy fusion
IEEE TGRS, 2023, 61: 5612912
WOS:001022708100018 -
Song J, Mei W, Xu Y, Fu Q, Kou R K, et al.
Motion Estimation for Multi-Object Tracking using KalmanNet with Semantic-Independent Encoding
arxiv preprint, arxiv:2509.11323, 2025.
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Kou R K, Wang C P, Fu Q, et al.
Detection model and performance evaluation for infrared search and tracking systems
Applied Optics, 2023, 62(2): 398-410
WOS:001057810600017 -
Kou R K, Wang H Y, Zhao Z H, et al.
Optimum selection of detection point and threshold noise ratio of airborne infrared search and track systems
Applied Optics, 2017, 56(18): 5268-5273.
杰出报告奖 (Outstanding Presentation Award) - 2025年中国图象图形学报研究生论坛 - 汇报题目: 远距红外小目标物理与数据融合驱动的多任务可视化生态体系构建(2025) https://www.bilibili.com/video/BV1bdxrzjEpb/?spm_id_from=333.1387.collection.video_card.click
杰出报告奖 (Outstanding Presentation Award) - 2023年中国图象图形学报研究生论坛 - 汇报题目: 复杂环境下红外小目标智能分割技术研究(2023) https://www.bilibili.com/video/BV1tb4y1u719/?spm_id_from=333.337.search-card.all.click
三等奖 - PRCV资源受限下红外小目标检测挑战赛(2024)
西安邮电大学学报 - 首届青年编委
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- IEEE transactions on circuits and systems for video technology
- IEEE Transactions on Geoscience and Remote Sensing
- IEEE Geoscience and Remote Sensing Letters
- IEEE Signal Processing Letters
- ISPRS Journal of Photogrammetry and Remote Sensing
- Karbala International Journal of Modern Science
- Journal of visual communication and image representation
- Engineering Applications of Artificial Intelligence
- Computers & electrical engineering
- Expert Systems With Applications
- Optics and Laser Technology
- Image and vision computing
- Computer Science Review
- Knowledge-based systems
- Pattern recognition
- Remote Sensing
- Applied Optics
- Array
- 中国图象图形学报
- 西安邮电大学学报