博士，教授，博士生导师，入选云南省万人计划“云岭教学名师”,入选1066vip威尼斯下载“中青年骨干教师培养计划”。获比利时鲁汶大学硕士学位，美国田纳西大学访问学者。主要从事人工智能、模式识别和图像处理方面的研究工作。主持及参与各类科研项目近20余项，其中主持国家自然科学基金项目2项；发表学术论文80余篇，其中SCI EI检索50余篇，出版教材专著4部，获得云南省自然科学进步二等奖1项。申请国家发明专利5项，授权计算机软件著作权3项，指导本科生生参加美国及全国数学建模竞赛获国际、国家及省级奖120余项，获1066vip威尼斯下载“伍达观优秀教师奖”。

Published Journal Paper

1. Haiyan Li, Lei Yang, Jiarong Miao, et al. MCE-Net: polyp segmentation with multiple branch series-parallel attention and channel interaction via edge distribution guidance, Physics in medicine and biology (2023) 68(13). https://doi.org/10.1088/1361-6560/ac8b60 (SCI  WoS: Q1  IF: 4.174）

2.  Haiyan Li, Zhixin Wang, Wei Shen, et al, SSCK-Net: Spine segmentation in MRI based on cross attention and key-points recognition-assisted learner, Biomedical Signal Processing and Control, 86(C), 2023, https://doi.org/10.1016/j.bspc.2023.105278. （SCI WoS: Q1 IF: 5.076）

3. Shidong Xie, Haiyan Li*(corresponding author), Zhengyu Wang, et al, Progressive series-parallel modality feature filtering framework for infrared and visible image fusion. Digital Signal Processing, Vol.134, 2023, https://doi.org/10.1016/j.dsp.2022.103881. (SCI WoS: Q2 IF: 2.920)

4. Zhaisheng Ding, Haiyan Li*(corresponding author), Dongming Zhou, et al. Multi-spectral color vision fusion jointly with two-stream feature interaction and color transformation network, Digital Signal Processing, Vol.133, 2023, https://doi.org/10.1016/j.dsp.2022.103875.(SCI WoS: Q2 IF: 2.920)

5. Haiyan Li, Yingqing Song, Haijiang Li, et al, Semantic prior-driven fused contextual transformation network for image inpainting, Journal of Visual Communication and Image Representation, Vol.91, 2023.https://doi.org/10.1016/j.jvcir.2023.103777.(SCI WoS: Q2 IF: 2.887)

6. Zhaisheng Ding, Haiyan Li*(corresponding author), Dongming Zhou, et al. A robust infrared and visible image fusion framework via multi-receptive-field attention and color visual perception. Applied Intelligence, Vol.133, 2022, https://doi.org/10.1007/s10489-022-03952-z. (SCI WoS: Q2 IF: 5.019)

7. Haiyan Li, Wenqing Li, Jun Chang, et al. Dermoscopy lesion classification based on GANs and a fuzzy rank based ensemble of CNN models. Physics in Medicine and Biology, Vol.67, 2022, https://doi.org/10.1088/1361-6560/ac8b60. (SCI WoS:  Q2 IF: 4.174)

8. Haiyan Li, Xiaofang Dong, Wei Shen, et al. Resampling-based cost loss attention network for explainable imbalanced diabetic retinopathy grading. Computers in Biology and Medicine, Vol.149, 2022. https://doi.org/10.1016/j.compbiomed.2022.105970. (SCI WoS: Q1 IF:6.698)

9. Jiting Yang†¹, Haiyan Li†¹(co-first author), Jun Wu, et al. Pore texture analysis in automated 3D breast ultrasound images for implanted lightweight hernia mesh identification: a preliminary study. Biomedical Engineering Online, Vol.23, 2021, https://doi.org/10.1186/s12938-021-00859-7. (SCI WoS: Q3 IF:3.903)

10. Zhaisheng Ding, Dongming Zhou, Haiyan Li* (corresponding author), et al. Siamese networks and multi-scale local extrema scheme for multimodal brain medical image fusion. Biomedical Signal Processing and Control, Vol.68, 2021:102697.1-102697.13, https://doi.org/10.1016/j.bspc.2021.102697.(SCI WoS: Q2 IF:5.076)

11. Zhaisheng Ding, Haiyan Li*(corresponding author), Dongming Zhou, et al.  CMFA_Net: A Cross-Modal Feature Aggregation Network for Infrared-visible Image Fusion. Infrared Physics & Technology, Vol.118, 2021,https:// doi.org/10.1016/j.infrared.2021.103905.(SCI WoS: Q2 IF:2.997)

12. Haiyan Li, Lei Guo, Rong Zong, et al. Color Face Detection Based on PCNN Time Signature, International Journal of Biomedical Soft Computing and Human Sciences on Special Issue: Soft Computing Methodologies and its Applications, Vol.16, 2009: 234-237. https://doi.org/10.24466/ijbschs.16.2_79.(EI journal)

13. Yaomin Wang, Xia Wang, Haiyan Li, et al. A multi-service differentiation traffic management strategy in SDN cloud data center. Computer Networks, Vol.171, 2020, https://doi.org/10.1016/j.comnet.2020.107143.SCI WoS: Q1 IF:5.493）

14. Haiyan Li, Tangyu Wang, Yiying Tang, et al. Combining multi‑scale composite windows with hierarchical smoothing strategy for fingerprint orientation field computation. Biomedical Engineering Online, Vol.136, 2018, https://doi.org/10.1186/s12938-018-0559-4. (SCI WoS: Q3 IF:3.903)

15. Haiyan Li, Jun Wu, Aimin Miao, et al. Rayleigh-maximum-likelihood bilateral filter for ultrasound image enhancement. Biomedical Engineering Online, Vol.46, 2017, https://doi.org/10.1186/s12938-017-0336-9. (SCI WoS: Q3 IF:3.903)

16. Haiyan Li, Yufeng Zhang, Dan Xu, et al. Noise and speckle reduction in Doppler blood flow spectrograms using an adaptive pulse coupled neural network. EURASIP Journal on Advances in Signal Processing. Vol.2010, 2010, https://doi.org/10.1155/2010/918015. (SCI WoS: Q3 IF:1.759)

17. Haiyan Li, Tangyu Wang, Xiaoyi Zhou, et al. The optimal pan for baking brownie. Advances in Intelligent Systems and Computing, Vol.686, 2017:20-26, https://doi.org/10.1007/978-3-319-69096-4_3. (EI)

18. Gao Lian, Zhang Yufeng, Lin Wenjin, Haiyan Li, et al. A novel quadrature clutter rejection approach based on the bivariate empirical mode decomposition for bidirectional Doppler ultrasound signals. Biomedical Signal Processing & Control, vol.13, 2014:31-40, https://doi.org/10.1016/j.bspc.2014.03.003. (SCI WoS: Q2 IF:5.076)

19. Yaqun Huang, Haiyan Li*(corresponding author), et al. A Novel Loophole-Free Minimum Overlap Model. Advanced Materials Research, Vol. 760-762, 2013:612-616.https://doi.org/10.4028/www.scientific.net/AMR.760-762.612 (EI indexed)

20. Yuanyuan Cheng, Haiyan Li* (corresponding author), Xiao qi, et al. Gaussian noise filter using variable step time matrix of PCNN. Applied Mechanics and Materials, Vol.48-49, 2011:551-554.https://doi.org/10.4028/www.scientific.net/AMM.48-49.551. (EI indexed)

21. Guanbo Wang, Hongwei Ding, Mingliang Duan, Yuanyuan Pu, Zhijun Yang, Haiyan Li. Fighting against terrorism: A real-time CCTV autonomous weapons detection based on improved YOLO v4. Digital Signal Processing. Vol.132, 2022, https://doi.org/10.1016/j.dsp.2022.103790.  (SCI WoS: Q2 IF: 2.920)

22. Haiyan Li, Yanjing Chao, Haijiang Li, et al. Algorithm on image restoration of parallel generation convolution network. J. Journal of National University of Defense Technology, Vol.45, 2023:127-135. https://doi.org/10.11887/j.cn.202303015. (EI journal, in Chinese)

23. Haiyan Li, Lichang Xiong, Lei Guo, et al. Two-Stage inpainting algorithm based on U-net edge generation and hypergraphs convolution. J. Journal if Northeastern University (Natural Science), Vol.44,2023:331-339. https://doi.org/10.12068/j.issn.1005-3026.2023.03.004. (EI journal, in Chinese)

24. Haiyan Li, Ziying Wu, Jun Wu, et al. Multi-scale discriminator image inpainting algorithm based on dual network. J. Advanced Engineering Sciences, Vol.54, 2022:240-248. https://doi.org/10.15961/j.jsuese.202100675. (EI journal, in Chinese)

25. Haiyan Li, Hefu Huang, Lei Guo, et al. Image inpainting method based on incomplete image samples in generative adversarial network. Journal of Beijing University of Aeronautics and Astronautics (Natural Science Edition), Vol.47, 2021:1949-1954, https://doi.org/10.13700/j.bh.1001-5965.2020.0374. (EI journal, in Chinese)

26. Haiyan Li, Ziying Wu, Jun Wu, et al. Multi-scale discriminator image inpainting algorithm based on dual network. Advanced Engineering Sciences, Vol.54: 2022:40-248, https://doi.org/10.15961/j.jsuese.202100675. (EI journal, in Chinese)

27. Haiyan Li, Ziying Wu, Lei Guo, et al. Multi-discriminator image inpainting algorithm based on hybrid dilated convolution network. Huazhong Univ. of Sci. & Tech.(Natural Science Edition), Vol.49, 2021:40-45, https://doi.org/10.13245/j.hust.210308. (EI journal, in Chinese)

28. Haiyan Li, Yan Ma, Lei Guo, et al. Image restoration for irregular holes based on dual discrimination generation countermeasure network. Journal of Northwestern Polytechnical University. Vol.39, 2021:423-429. https://doi.org/10.1051/JNWPU/20213920423. (EI journal)

29.  Haiyan Li, Weihua Wang, Lei Guo*, et al. Two-Stage Network Inpainting Algorithm Based on BDCN and U-net Edge Generation. Journal of Beijing University of Posts and Telecommunications. Vol.44, 2021:125-130. https://doi.org/10.13190/j.jbupt.2020-268. (EI journal, in Chinese)

30. Haiyan Li, Long Cheng, Rong Zong, et al. Multi-scale smooth and fingerprint singularity detection based on three-directional image. Huazhong Univ. of Sci. & Tech.(Natural Science Edition), Vol.47, 2019:98-104. https://doi.org/10.13245/j.hust.190317. (EI journal, in Chinese)

31. Haiyan Li, Yajie Liu, Andong Cheng, et al. Computation on fingerprint orientation field based on direction weight diffusion. J. Huazhong Univ. of Sci. & Tech.(Natural Science Edition), Vol.47, 2019:127-132. https://doi.org/10.13245/j.hust.190422. (EI journal, in Chinese)

32. Haiyan Li, Tangyu Wang, Lei Guo, et al. Adaptive curvature-driven filter for contactless fingerprint enhancement. J. Huazhong Univ. of Sci. & Tech.(Natural Science Edition), Vol.46, 2018:128-132. https://doi.org/10.13245/j.hust.180224. (EI journal, in Chinese)

33. Haiyan Li, Tangyu Wang, Zhengpeng Zhao, et al. Combining multi-scale composite windows with hierarchical smoothing method for fingerprint orientation field computation. J. Huazhong Univ. of Sci. & Tech.(Natural Science Edition), Vol.46, 2018:60-65. https://doi.org/10.13245/j.hust.180812. (EI journal, in Chinese)

1.2023.1-2026.12 国家自然科学基金项目 “基于视觉感知及语义认知的云南边境多模态目标监测与追踪技术研究”。

2. 2020.1-2024.12 云南省万人计划“云岭教学名师”。