教师简介
李昆，工学博士，校聘副教授。研究方向为高光谱遥感图像目标检测、跟踪与识别，深度学习在图像处理中的应用。近5年在IEEE TIP，IEEE TGRS，IEEE TIM， JAG等期刊上发表学术论文10余篇。招生专业：大数据技术与工程、通信与信息系统、信号与信息处理。联系方式：lik@gzu.edu.cn。
主要经历
2003.09-2007.07 中国矿业大学 计算机科学与技术专业 （本科）
2007.09-2010.03 天津理工大学 计算机应用技术专业 （硕士）
2019.02-2023.06 国防科技大学 信息与通信工程专业 （博士）
主要贡献
近五年发表的论文：
1.Kun Li, Yao Qin, Qiang Ling, Yingqian Wang, Zaiping Lin, Zaiping Lin, Wei An. Self-Supervised Deep Subspace Clustering for Hyperspectral Images With Adaptive Self-Expressive Coefficient Matrix Initialization [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 3215-3227. (中科院二区)
2.Kun Li, Qiang Ling, Yao Qin, Yingqian Wang, Yaoming Cai, Zaiping Lin, Wei An. Spectral-spatial deep support vector data description for hyperspectral anomaly detection [J]. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1–16, 2022. (中科院一区)
3.Kun Li, Qiang Ling, Yingqian Wang, Yaoming Cai, Yao Qin, Zaiping Lin, Wei An. Spectral Difference Guided Graph Attention Auto-Encoder for Hyperspectral Anomaly Detection [J]. IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1–17, 2023. (中科院二区)
4.Kun Li, Qiang Ling, Yingqian Wang, Yao Qin, Zaiping Lin, Wei An. Explicit Background Endmember Learning for Hyperspectral Anomaly Detection [J]. IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1–17, 2024. (中科院二区)
5.Kun Li, Qiang Ling, Yingqian Wang, Yaoming Cai, Yao Qin, Zaiping Lin, Wei An. A Cascaded Autoencoder Unmixing Network for Hyperspectral Anomaly Detection [J]. International Journal of Applied Earth Observation and Geoinformation, vol.136, p.104405, 2025. (中科院一区Top)
6.Yao Qin, Yuanxin Ye, Yue Zhao, Junzheng Wu, Han Zhang, Kenan Cheng, Kun Li*. Nearest Neighboring Self-Supervised Learning for Hyperspectral Image Classification [J]. Remote Sensing，vol. 15, pp. 1713-1740, 2023. (中科院二区)
7.Qiang Ling, Kun Li, Zhaoxu Li, Zaiping Lin, Jiawen Wang. Hyperspectral detection and unmixing of subpixel target using iterative constrained sparse representation [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 1049–1063, 2022. (中科院二区)
8.Yanyang Yan，Wenqi Ren，Xiaobin Hu，Kun Li，Xiaochun Cao. SRGAT: Single Image Super-Resolution With Graph Attention Network [J]. IEEE Transactions on Image Processing, vol. 30, pp. 4905-4918, 2021. (中科院一区Top)
9.Yao Qin, Sinong Quan, Chongyang Wei, Weiping Ni, Kun Li, Xiaohu Dong, Yuanxin Ye. Spectral clustering with anchor graph based on set-to-set distances for largescale hyperspectral images [J]. International Journal of Remote Sensing, 43: 2438-2460, 2022. (中科院三区)
10.Teliang Wang, Wei An, Zaiping Lin, Miao Li, Kun Li, Qian Yin, Wei Zhou. Non-uniformity and Blind Pixel Correction Based on 3-D Network with Over-smoothing Suppression [J]. IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-17, 2025. (中科院一区Top)