范哲意
博士,高级工程师,硕士生导师
电话:
010 - 68915510
Email:
funye@bit.edu.cn
地址:
北京市海淀区中关村南大街5号
北京理工大学4号教学楼422室
我的简介
范哲意,博士,高级工程师。北京理工大学集成电路与电子学院电子科学与技术学科硕士生导师,主要从事信号与图像处理方向的教学和科研工作。研究方向为智能图像分析与识别、计算机视觉,主要研究内容包括目标检测与跟踪、智能身份识别、行人重识别、群体行为分析、异常行为检测等。
工作经历
2003.07-2008.06
北京理工大学
信息科学技术学院电子工程系,助理工程师
2008.07-2020.06
北京理工大学
信息与电子学院,助理研究员
2020.07 至今
北京理工大学
信息与电子学院,高级工程师
教育背景
1999-2003
北京理工大学
电子工程系,信息工程专业
工学学士
2005-2007
北京理工大学
信息科学技术学院电子工程系,电路与系统专业
工学硕士
2008-2013
北京理工大学
信息与电子学院,电子科学与技术专业
工学博士
研究成果
学术期刊
- Wu Di, Fan Zheyi, Yi Shuhan. Crowd Counting based on Multi-level Multi-scale Feature[J]. Applied Intelligence, 2023.06(published online): 1-11. (SCI, 2023.06)
- Chen Yiyu, Fan Zheyi, Chen Shuni, Zhu Yixuan. Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification[J]. SCIENCE CHINA Information Sciences, 2023,66(5): 152103.1-12. (SCI, 2023.05)
- Chen Yiyu, Fan Zheyi*, Chen Shuni. Consistent camera-invariant and noise-tolerant learning for unsupervised person re-identification[J]. Image and Vision Computing, 2022,123: 104462.1-10. (SCI, 2022.07)
- Fan, Zheyi*, Yi Shuhan, Wu Di, Song Yu, Cui Mengjie, Liu Zhiwen. Video anomaly detection using CycleGan based on skeleton features[J]. Journal of Visual Communication and Image Representation, 2022, 85: 103508.1-9. (SCI, 2022.05)
- Yi Shuhan, Fan Zheyi*, Wu Di. Batch feature standardization network with triplet loss for weakly-supervised video anomaly detection[J]. Image and Vision Computing, 2022, 120: 104397.1-9. (SCI, 2022.04)
- Wu Di, Fan Zheyi*, Cui Mengjie. Average up-sample network for crowd counting[J]. Applied Intelligence, 2022, 52(2): 1376-1388. (SCI, 2022.01)
- Yin Jianyuan, Fan Zheyi*, Chen Shuni, Wang Yilin. In-depth exploration of attribute information for person re-identification[J]. Applied Intelligence, 2020, 50(11): 3607-3622. (SCI, 2020.11)
- Zheyi Fan*, Jianyuan Yin, Yu Song, Zhiwen Liu. Real-time and accurate abnormal behavior detection in videos[J]. Machine Vision and Applications, 2020, 31(7-8): 72.1-13. (SCI, 2020.09)
- Chen Shuni, Fan Zheyi*, Yin Jianyuan. Pseudo Label based on Multiple Clustering for Unsupervised Cross-Domain Person Re-Identification[J]. IEEE Signal Processing Letters, 2020, 27: 1460-1464. (SCI, 2020.08)
- Fan Zheyi*, Zhu Yixuan, Song Yu, Liu Zhiwen. Generating high quality crowd density map based on perceptual loss[J]. Applied Intelligence, 2020, 50(4): 1073-1085. (SCI, 2020.04)
- Yin Jianyuan, Fan Zheyi*, Song Yu, Cui Mengjie. Camera viewpoint learning for person reidentification[J]. Journal of Electronic Imaging, 2019, 28(6): 063016.1-11. (SCI, 2019.11)
- Zheyi Fan*, Jiao Jiang, Shuqin Weng, Zhonghang He, Zhiwen Liu. Adaptive Density Distribution Inspired Affinity Propagation Clustering[J]. Neural Computing and Applications, 2019, 31(S1): 435-445. (SCI, 2019.01)
- 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. (SCI, 2018.12)
- Zheyi Fan*, Yixuan Zhu, Jiao Jiang, Shuqin Weng, Zhiwen Liu. Structure Preserving Clustering-Object Tracking via Subgroup Motion Pattern[J]. Optical Engineering, 2018, 57(1): 013101.1-9. (SCI, 2018.01)
- Zheyi Fan*, Shuqin Weng, Yajun Zeng, Jiao Jiang, Fengqian Pang, Zhiwen Liu. Misclassified Samples based Hierarchical Cascaded Classifier for Video Face Recognition[J]. KSII Transactions on Internet and Information Systems, 2017, 11(2): 785-804. (SCI, 2017.02)
- Zheyi Fan*, Yu Song, Wei Li. Object Recognition Algorithm Based on an Improved Convolutional Neural Network[J]. Journal of Beijing Institute of Technology, 2020, 29(2): 139-145.(EI, 2020.07)
- Zheyi Fan*, Shuqin Weng, Jiao Jiang, Yixuan Zhu, Zhiwen Liu. Particle Filter Object Tracking Algorithm based on Sparse Representation and Nonlinear Resampling[J]. Journal of Beijing Institute of Technology, 2018, 27(1): 51-57. (EI, 2018.03)
- Zheyi Fan*, Wei Li, Zhonghang He, Zhiwen Liu. Abnormal Crowd Behavior Detection Based on the Entropy of Optical Flow[J]. Journal of Beijing Institute of Technology, 2019, 28(4): 756-763. (EI, 2019.12)
- 范哲意, 张明新, 周治国*, 张逸, 张华良. 电压源换流器闭环控制的实时联合仿真[J]. 高电压技术, 2016, 42(10):3328-3335. (EI, 2016.10)
- 范哲意, 蒋姣, 曾亚军, 翁澍沁, 刘志文. 基于空-频域特征和线性判别分析的视频步态识别[J]. 光学技术, 2017, 43(4): 374-380.(2017.07)
- 范哲意, 曾亚军, 蒋姣, 刘志文. 改进的稀疏表示静止-视频人脸识别算法[J]. 信号处理, 2016, 32(5): 567-574. (2016.05)
- 范哲意, 曾亚军, 蒋姣, 翁澍沁, 刘志文. 视频人脸识别实验平台的设计与实现[J]. 实验技术与管理, 2016, 33(3): 159-161,165.(2016.03)
- 范哲意, 王跃俊, 王群. 基于光电容积脉搏波的呼吸频率监测[J]. 北京生物医学工程, 2016, 35(2): 180-184,207. (2016.04)
- 李沫, 郝伟博, 范哲意, 刘志文. 一种改进的粒子滤波和Mean Shift联合跟踪算法[J]. 中国电子科学研究院学报, 2013, 8(6): 599-604. (2013.12)
- 范哲意, 周治国, 刘志文. 基于FPGA和模型化设计的图像处理实验平台[J]. 实验室研究与探索, 2013, 32(4): 63-66. (2013.04)
- 范哲意, 周治国, 刘志文, 潘丽敏, 何冰松. 基于TMS320DM642和模型化设计的图像跟踪实验系统[J]. 实验技术与管理, 2013, 30(3): 74-77.(2013.03)
- 范哲意, 周治国, 康怀松, 刘志文. 面向嵌入式实验平台的模型化开发环境[J]. 实验室研究与探索, 2013, 32(3): 67-70. (2013.03)
- 范哲意, 周治国, 刘志文. 基于FPGA和模型化设计的信号处理实验平台[J]. 实验技术与管理, 2012, 9(29): 103-107. (2012.09)
- 范哲意, 江帆, 刘志文. 基于拍摄图像的PDF417条码识别[J]. 北京理工大学学报, 2008, 28(12): 1088-1092.(EI, 2008.12)
学术会议
- Zheyi Fan*, Mengjie Cui, Di Wu, Yu Song, Zhiwen Liu.Video Anomaly Detection Using Cycle-consistent Adversarial Networks[C]. The 9th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA2020, Beijing, China, 2020: 1-8. (2020.10.31)
- Zheyi Fan*, Jiao Jiang, Shuqin Weng, Zhonghang He, Zhiwen Liu. Human Gait Recognition Based on Discrete Cosine Transform and Linear Discriminant Analysis [C]. International Conference on Signal Processing, Communications and Computing, ICSPCC2016, Hong Kong, China, 2016:1-6. (EI, 2016.08.05)
- Mo Li, Zheyi Fan*, Zhiwen Liu. An improved visual tracking algorithm based on particle filter[C]. 2013 IEEE International Conference of IEEE Region 10, IEEE TENCON 2013, Xi'an, Shaanxi, China, 2013:1-4.(EI, 2013.10.22)
- Zheyi Fan*, Mo Li, Zhiwen Liu. An improved video target tracking algorithm based on particle filter and mean-shift [C]. 2012 International Conference on Information Technology and Software Engineering, ITSE 2012, Beijing, China, 2012: 409-418.(EI, 2012.12.08)
- Zheyi Fan, Mo Li, Zhiwen Liu. An adaptive particle filter tracking algorithm based on multi-information fusion[C]. 2012 11th International Conference on Signal Processing, ICSP 2012, Beijing, China, 2012:1092-1095.(EI, 2012.10.21)
发明专利
- 范哲意,吴迪,殷健源,刘志文. 一种基于时空自编码器网络和时空CNN的行为异常检测方法. CN202010303192,2020-10-02.
- 刘志文,周治国,王群,范哲意,梅哲. 一种基于电阻抗技术的微流控芯片微粒计数系统. CN103323383A,2013-09-25.
- 王群,刘志文,范哲意,刘建英. 一种抗运动干扰的脉率提取方法. CN103230267A,2013-08-07.
科研项目
- 北京市自然科学基金海淀原始创新联合基金前沿项目,L192036,稀疏样本下的群体异常行为分析,2019-12至2022-12,项目负责人
- 教育部科技发展中心产学研创新基金项目,2018A02012,基于视频监控系统的校园安全智能管理,2019-05至2020-04,项目负责人
- 国家自然科学基金委员会青年科学基金项目,61701029,高密度复杂场景中群体异常行为检测方法研究,2018-01至2020-12,项目负责人
- 北京理工大学基础研究基金资助项目,20170542008,高密度复杂场景中群体运动分析方法研究,2018-01至2019-12,项目负责人
- 北京理工大学基础研究基金资助项目,20120542017,基于粒子滤波的视频目标跟踪,2013-01至2014-12,项目负责人
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范哲意 | Zheyi Fan
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