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、博士生导师

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,副教授、博士生导师,CCF/CSIG/IEEE高级会员毕业于哈尔滨工业大学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、生物特征识别和机器学习等。发表IEEE Trans.汇刊/CCF A论文50余篇,其中ESI高被引”论文5篇,发表论文Google学术引用6800余次,H因子为35担任国际期刊《Pattern Recognition》、《IJBM、《IJIG》编委,《自动化学报(英文版)》首届青年编委。主持国家级课题2和省部级课题4,获广东省科技进步二等奖1项,国际/国内学术会议最佳论文/最佳学生论文奖4次,20232024 斯坦福大学发布的全球前2%顶尖科学家榜单

学术兼职

1.Pattern Recognition编委

2.International Journal of Image and Graphics编委

3.International Journal of Biometrics》编委

4.《自动化学报(英文版)》青年编委

5. IEEE Guangzhou Section/Biometrics Council Chapter 秘书长

6. IEEE TIPTNNLSTIFSTSMCTCSVTTMMAAAIACM MMIJCAIICLR等期刊和会议审稿人

主要论文

期刊论文:

[1] Lunke Fei, Le Su, Bob Zhang, Shuping Zhao, Jie Wen, Xiaoping Li, Learning Frequency-Aware Common Feature for VIS-NIR Heterogeneous Palmprint Recognition, IEEE Transactions on Information Forensics and Security, vol. 19, pp. 7604-7618, 2024.(CCF A)

[2] 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, pp. 3808-3820, 2019. (CCF A)

[3] Le Su(硕士生), Lunke Fei*, Bob Zhang, Shuping Zhao, Jie Wen, Yong Xu, Complete Region of Interest for Unconstrained Palmprint Recognition, IEEE Transactions on Image Processing, vol.33, pp. 3662-3675, 2024.(CCF A)

[4] Jianyang Qin(硕士生), Lunke Fei*, 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, pp. 5343-5358, 2022. (CCF A)

[5] 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, pp. 346-363, 2019. (CCF B)

[6] 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, pp. 468-481, 2020. (CCF B)

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

[8] 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, pp. 3868-3879, 2023. (CCF B)

[9] 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, pp.2930-2942, 2021. (CCF B)

[10] 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, pp. 9743-9755, 2020.

[11] 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, pp. 4979-4990, 2022. (CCF B)

[12] Yao Wang(硕士生), Lunke Fei*, 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, vol. 54, no. 4, pp. 2590-2602, 2024. (CCF B)

[13] Hao Liang(硕士生), Lunke Fei*, Shuping Zhao, Jie Wen, Shaohua Teng, Yong Xu, Mask-guided multiscale feature aggregation network for hand gesture recognition, Pattern Recognition, vol. 145: 109901, 2024.(CCF B)

[14] Jiacheng Yang(硕士生), Wai Keung Wong, Lunke Fei*, Shuping Zhao, Jie Wen, Shaohua Teng, Decoupling visual and identity features for adversarial palm-vein image attack, Neural Networks, vol. 180: 106693, 2024.(CCF B)

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

[16] Jian Zhu, Qingwu zhang, Lunke Fei*, 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, pp. 6821-6835, 2023. (CCF B)

[17] Le Su(硕士生), Lunke Fei*, Shuping Zhao, Jie Wen, Jian Zhu, Shaohua Teng, Learning modality-invariant binary descriptor for crossing palmprint to palm-vein recognition, Pattern Recognition Letters, vol. 172, pp. 1-7, 2023. (CCF C)

[18] 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, pp. 549-559, 2015. (CCF A)

[19] 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, pp. 1946-1958, 2022. (CCF A)

[20] 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, pp. 4944-4954, 2023. (CCF A)

[21] 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, pp. 1789-1799, 2023. (CCF A)

会议论文:

[22] 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)

[23] 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)

[24] 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)

[25] Gehui Xu, Jie Wen, Chengliang Liu, Bing Hu, Yicheng Liu, Lunke Fei, Wei Wang, Deep Variational Incomplete Multi-View Clustering: Exploring Shared Clustering Structures, AAAI Conference on Artificial Intelligence(AAAI2024), 16147-16155. (CCF A)

[26] Jie Wen, Shijie Deng, Waikeung Wong, Guoqing Chao, Chao Huang, Lunke Fei, Yong Xu, Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering, International Conference on Machine Learning(ICML), 2024. (CCF A)

[27] Jie Wen, Chengliang Liu, Gehui Xu, Zhihao Wu, Chao Huang, Lunke Fei, Yong Xu, Highly Confident Local Structure Based Consensus Graph Learning for Incomplete Multi-view Clustering, IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR 2023), 15712-15721. (CCF A)

[28]Yulan Deng(硕士生), Lunke Fei*, Shaohua Teng, Wei Zhang, Dongning Liu, Yan Hou, Towards Efficient Age Estimation by Embedding Potential Gender Features, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP 2021), 2850-2854. (CCF B)

[29] Jianyang Qin(硕士生), Lunke Fei*,  Jian Zhu, Jie Wen, Chunwei Tian, Shuai Wu, Scalable Discriminative Discrete Hashing For Large-Scale Cross-Modal Retrieval, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP 2021), 4330-4334. (CCF B)

[30] Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie, CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network, International Joint Conference on Artificial Intelligence (IJCAI 2020), 3230-3236. (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科学基金项目,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

6. 国家重点研发计划项目,2023-2026,参与

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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