费伦科

作者: 时间:2021-03-16 点击数:

费伦科 副教授

所属学院:

计算机学院

导师类别:

硕士生导师

科研方向:

模式识别

联系方式:

flksxm@126.com

招生学院:

计算机学院

 

个人简述

费伦科,广东工业大学计算机学院副教授、硕士生导师,CCF/CSIG高级会员,IEEE Senior Member入选2023 年斯坦福大学发布的全球前2%顶尖科学家榜单2016年毕业于哈尔滨工业大学获博士学位,澳门大学博士后,研究方向主要包括模式识别、计算机视觉和机器学习等。发表CCF A/B类期刊和会议论文70余篇,其中IEEE Trans.汇刊论文30余篇,发表论文Google学术引用5600余次H因子34主持国家自然科学基金项目2项。担任《International Journal of Image and Graphics》、《International Journal of Biometrics》编委,《自动化学报(英文版)》青年编委PRCV2023 Area chair。获国际会议ICCPR2022中国生物特征识别大会(CCBR2023)最佳论文奖,获广东省科技进步二等奖1项。CCF计算机视觉/CCF协同计算/CSIG视觉大数据/CAAI模式识别等专委会执行委员。

学术兼职

1.International Journal of Image and Graphics编委

2.International Journal of Biometrics》编委

3.《自动化学报(英文版)》青年编委

4. IEEE Guangzhou Section/Biometrics Council Chapter 秘书长

5. IEEE TIPTNNLSTIFSTSMCTCSVTAAAIACM MMIJCAI等期刊和会议审稿人

主要论文

[1] Lunke Fei, Guangming Lu, Wei Jia, Shaohua Teng, David Zhang, Feature Extraction Methods for Palmprint Recognition: A Survey and Evaluation, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol.49, no.2, 2019: 346-363. (CCF B)

[2] Lunke Fei, Bob Zhang, Yong Xu, Di Huang, Wei Jia, Jie Wen, Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition, IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 2, 2020: 468-481. (CCF B)

[3] Lunke Fei, Bob Zhang, Yong Xu, Zhenhua Guo, Jie Wen, Wei Jia, Learning Discriminant Direction Binary Palmprint Descriptor, IEEE Transactions on Image Processing, vol. 28, no. 8, 2019: 3808-3820. (CCF A)

[4] Lunke Fei, Bob Zhang, Yong Xu, Liping Yan, Palmprint Recognition Using Neighboring Direction Indicator, IEEE Transactions on Human-Machine Systems, vol.46, no.2, 2016:787-798. (CCF B)

[5] Lunke Fei, Wai Keung Wong, Shuping Zhao, Jie Wen, Jian Zhu, Yong Xu, Learning Spectrum-Invariance Representation for Cross-Spectral Palmprint Recognition, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, 2023: 3868-3879. (CCF B)

[6] Lunke Fei, Bob Zhang, Lin Zhang, Wei Jia, Jie Wen, Jigang Wu, Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm, IEEE Transactions on Multimedia, vol. 23, 2021:2930-2942. (CCF B)

[7] Lunke Fei, Bob Zhang, Shaohua Teng, Zhenhua Guo, Shuyi Li, Wei Jia, Joint Multi-view Feature Learning for Hand-print Recognition, IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 12, 2020: 9743-9755.

[8] Lunke Fei, Bob Zhang, Yong Xu, Chunwei Tian, Rida Imad, David Zhang, Jointly Heterogeneous Palmprint Discriminant Feature Learning, IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 9, 2022: 4979-4990. (CCF B)

[9] Jianyang Qin, Lunke Fei* (Corresponding author), Zheng Zhang, Jie Wen, Yong Xu, David Zhang, Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval, IEEE Transactions on Image Processing, vol. 31, 2022: 5343-5358. (CCF A)

[10] Yao Wang, Lunke Fei* (Corresponding author), Shuping Zhao, Qi Zhu, Jie Wen, Wei Jia, Imad Rida, Dense Hybrid Attention Network for Palmprint Image Super-Resolution, IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI:10.1109/TSMC.2023.3344607, 2024. (CCF B)

[11] Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei* (Corresponding author), Zhihui Lai, Runze Chen, Adaptive Locality Preserving Regression, IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 1, 2020: 75-88. (CCF B)

[12] Jian Zhu, Qingwu zhang, Lunke Fei* (Corresponding author), Ruichu Cai, Yuan Xie, Bin Sheng, Xiaokang Yang, FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution, IEEE Transactions on Multimedia, vol. 25, 2023: 6821-6835. (CCF B)

[13] Yong Xu, Lunke Fei, David Zhang, Combining Left and Right Palmprint Images for More Accurate Personal Identification, IEEE Transactions on Image Processing, vol.24, no.2, 2015: 549-559. (CCF A)

[14] Shuyi Li, Ruijun Ma, Lunke Fei, Bob Zhang, Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition, IEEE Transactions on Information Forensics and Security, vol. 17, 2022: 1946-1958. (CCF A)

[15] Lian Wu, Chao Huang, Lunke Fei, Shuping Zhao, Jianchuan Zhao, Zhongwei Cui, Yong Xu, Video-Based Fall Detection Using Human Pose and Constrained Generative Adversarial Network, IEEE Transactions on Circuits and Systems for Video Technology, DOI 10.1109/TCSVT.2023.3303258, 2023. (CCF B)

[16] Jie Wen, Zheng Zhang, Zhao Zhang, Lunke Fei, Meng Wang, Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion, IEEE Transactions on Cybernetics, vol. 51, no. 1, 2021: 101-114. (CCF B)

[17] Qi Zhu, Guangnan Xin, Lunke Fei, Dong Liang, Zheng Zhang, Daoqiang Zhang, David Zhang, Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN, IEEE Transactions on Information Forensics and Security, vol. 18, 2023: 4944-4954. (CCF A)

[18] Shuping Zhao, Lunke Fei, Jie Wen, Bob Zhang, Pengyang Zhao, Shuyi Li, Structure Suture Learning-Based Robust Multiview Palmprint Recognition, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2022.3227473, 2022. (CCF B)

[19] Chunwei Tian, Yong Xu, Wangmeng Zuo, Bob Zhang, Lunke Fei, Chia-Wen Lin, Coarse-to-Fine CNN for Image Super-Resolution, IEEE Transactions on Multimedia, vol. 23, 2021: 1489-1502. (CCF B)

[20] Qi Zhu, Yuze Zhou, Lunke Fei, Daoqiang Zhang, David Zhang, Multi-Spectral Palmprints Joint Attack and Defense With Adversarial Examples Learning, IEEE Transactions on Information Forensics and Security, vol. 18, 2023: 1789-1799. (CCF A)

[21] Shuping Zhao, Lunke Fei(co-first authors), Jie Wen, Bob Zhang, Pengyang Zhao, Incomplete Multi-View Clustering with Regularized Hierarchical Graph, ACM Multimedia, 2023: 3060-3068. (CCF A)

[22] Jie Wen, Gehui Xu, Chengliang Liu, Lunke Fei, Chao Huang, Wei Wang, Yong Xu, Localized and Balanced Efficient Incomplete Multi-view Clustering, ACM Multimedia, 2023: 2927-2935. (CCF A)

[23] Shuping Zhao, Jie Wen, Lunke Fei, Bob Zhang, Tensorized Incomplete Multi-View Clustering with Intrinsic Graph Completion, AAAI Conference on Artificial Intelligence(AAAI2023): 11327-11335. (CCF A)

科研项目

1. 国家自然科学基金面上项目,2022-2025,主持

2. 国家自然科学基金青年基金项目,2018-2020, 主持

3. 广东省自然科学基金面上项目,2019-2022,主持

4. 广州市科技计划项目,2020-2023主持

5. 广东省重点领域研发计划项目,2020-2022,参与

主要荣誉

1. 2020年获广东省科技进步二等奖

2. 2020年获广东省教育教学成果奖二等奖

3. 2023年获广东工业大学“优秀研究生导师”称号

教学活动

1. 本科生课程:《数据挖掘

2. 研究生课程:《数据挖掘》、《学术论文写作》



 

 

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