所在学科
信息与通信工程
研究方向
智能图像分析与识别、人工智能、智能通信
个人简历
2003.07 至今：任职于 北京理工大学 信息与电子学院
2008.09-2013.03：就读于 北京理工大学 电子科学与技术专业 博士
2005.09-2007.06：就读于 北京理工大学 电路与系统专业 硕士
1999.09-2003.06：就读于 北京理工大学 信息工程专业 本科
代表性学术成果
主持完成国家自然科学基金、北京市自然科学基金、教育部科技发展中心产学研创新基金等多项课题，在智能图像分析与识别领域发表SCI/EI论文30余篇，授权国家发明专利5项，部分代表性成果如下：
[1] Chen Guozhao, Fan Zheyi*, Zhu Yixuan, Zhang Tingting. Multi-Time Knowledge Distillation. Neurocomputing, 2025, 623: 129377.
[2] Chen Zhaoru, Fan Zheyi*, Chen Yiyu, Zhu Yixuan. Camera-aware cluster-instance joint online learning for unsupervised person re-identification. Pattern Recognition, 2024, 151: 110359.
[3] Yiyu Chen, Zheyi Fan*, Zhaoru Chen, Yixuan Zhu，CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification. the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2024: 17532-17541.
[4] Chen Yiyu, Fan Zheyi*, Chen Shuni, Zhu Yixuan. Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification. SCIENCE CHINA Information Sciences, 2023,66(5): 152103.
[5] Fan Zheyi*, Song Zihao, Wu Di, Zhu Yixuan. Multi-branch Segmentation-guided Attention Network for crowd counting. Journal of Visual Communication and Image Representation, 2023, 97: 103964.
[6] Wu Di, Fan Zheyi*, Yi Shuhan. Crowd Counting based on Multi-level Multi-scale Feature. Applied Intelligence, 2023, 53(19): 21891-21901.
[7] Chen Yiyu, Fan Zheyi*, Chen Shuni. Consistent camera-invariant and noise-tolerant learning for unsupervised person re-identification. Image and Vision Computing, 2022,123: 104462.
[8] Fan, Zheyi*, Yi Shuhan, Wu Di, Song Yu, Cui Mengjie, Liu Zhiwen. Video anomaly detection using CycleGan based on skeleton features. Journal of Visual Communication and Image Representation, 2022, 85: 103508.
[9] Yi Shuhan, Fan Zheyi*, Wu Di. Batch feature standardization network with triplet loss for weakly-supervised video anomaly detection. Image and Vision Computing, 2022, 120: 104397.
[10] Wu Di, Fan Zheyi*, Cui Mengjie. Average up-sample network for crowd counting. Applied Intelligence, 2022, 52(2): 1376-1388.
[11] Yin Jianyuan, Fan Zheyi*, Chen Shuni, Wang Yilin. In-depth exploration of attribute information for person re-identification. Applied Intelligence, 2020, 50(11): 3607-3622.
[12] Zheyi Fan*, Jianyuan Yin, Yu Song, Zhiwen Liu. Real-time and accurate abnormal behavior detection in videos. Machine Vision and Applications, 2020, 31(7-8): 72.
[13] Chen Shuni, Fan Zheyi*, Yin Jianyuan. Pseudo Label based on Multiple Clustering for Unsupervised Cross-Domain Person Re-Identification. IEEE Signal Processing Letters, 2020, 27: 1460-1464.
[14] Fan Zheyi*, Zhu Yixuan, Song Yu, Liu Zhiwen. Generating high quality crowd density map based on perceptual loss. Applied Intelligence, 2020, 50(4): 1073-1085.
[15] Zheyi Fan*, Mengjie Cui, Di Wu, Yu Song, Zhiwen Liu.Video Anomaly Detection Using Cycle-consistent Adversarial Networks. The 9th International Symposium on Computational Intelligence and Industrial Applications(ISCIIA2020), Beijing, China, 2020: 1-8.
[16] Zheyi Fan*, Jiao Jiang, Shuqin Weng, Zhonghang He, Zhiwen Liu. Adaptive Density Distribution Inspired Affinity Propagation Clustering. Neural Computing and Applications, 2019, 31(S1): 435-445.
[17] Yin Jianyuan, Fan Zheyi*, Song Yu, Cui Mengjie. Camera viewpoint learning for person reidentification[J]. Journal of Electronic Imaging, 2019, 28(6): 063016.
[18] Zheyi Fan*, Jiao Jiang, Shuqin Weng, Zhonghang He, Zhiwen Liu. Adaptive Crowd Segmentation Based on Coherent Motion Detection[J]. Journal of Signal Processing Systems for Signal Image and Video Technology, 2018, 90(12): 1651-1666.
[19] Zheyi Fan*, Yixuan Zhu, Jiao Jiang, Shuqin Weng, Zhiwen Liu. Structure Preserving Clustering-Object Tracking via Subgroup Motion Pattern. Optical Engineering, 2018, 57(1): 013101.
[20] Zheyi Fan*, Shuqin Weng, Yajun Zeng, Jiao Jiang, Fengqian Pang, Zhiwen Liu. Misclassified Samples based Hierarchical Cascaded Classifier for Video Face Recognition. KSII Transactions on Internet and Information Systems, 2017, 11(2): 785-804.
荣誉奖励
[1] 中国电子学会优秀硕士学位论文指导教师，2024年。
[2] 北京理工大学优秀硕士学位论文指导教师，2017、2021、2023、2025年。
[3] 北京理工大学优秀教育教学成果奖二等奖，2017年。
学术兼职及其他
担任《宇航计测技术》期刊编委，IEEE Signal Processing Letters、IEEE Transactions on Circuits and Systems for Video Technology、Knowledge-Based Systems、Pattern Recognition等国际期刊审稿人，全国研究生教育评估监测专家库专家。
