赵淑平

作者: 时间:2024-05-23 点击数:

学院:广东工业大学计算机学院

导师类别:硕士生导师

科研方向:生物特征识别、多模态融合、机器学习、医学图像处理

联系方式:haifan.333@163.com




个人简述

赵淑平,博士(后),广东工业大学特聘副教授,硕士生导师,青年百人计划A层次引进。IEEE、CCF、及CSIG会员。2020年毕业于澳门大学,计算机与信息科学系\机器人与人工智能研究中心,获得电脑科学哲学博士学位,曾于澳门大学及清华大学进行访问研究。主要研究方向包括生物特征识别、多模态融合、机器学习、医学图像处理、模式识别。迄今为止,在上述研究领域发表论文60余篇,包含CCF-A/B类顶级期刊 IEEE TIP、IEEE TNNLS、IEEE TSMC、IEEE TMM等,及CCF-A\B类顶级会议 AAAI、ACM MM、ICASSP等。目前,正在研主持国家自然科学基金一项和广东省自然科学基金一项。担任SCI期刊《Electronics》特约编辑,广东省计算机学会大数据委员会专业委员,IEEE TIP、IEEE TNNLS、IEEE TIFS等顶级期刊审稿人,及AAAI、ACM MM、ICML等CCF-A国际会议 PC Member。

学术兼职

1.担任IEEE TIP、IEEE TNNLS、IEEE TMM、IEEE TSMC、IEEE TIFS、IEEE TCSVT、IEEE TCYB等CCF-A\B期刊审稿人;

2.担任IJCAI、AAAI、ACM MM、ICML等CCF-A国际顶级会议PC Member及审稿人;

3.Electronics》特约编辑。

主要论文

1.Zhao Shuping, Fei Lunke, Zhang Bob, Wen Jie, etl.Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition, in IEEE Transactions on Image Processing, vol. 33, pp. 3328-3340, 2024, doi: 10.1109/TIP.2024.3393291.(中科院:计算机科学1,CCF-A类)

2.Zhao Shuping,Bob Zhang. Learning complete and discriminative direction pattern for robust palmprint recognition[J].IEEE Transactions on Image Processing, 2020, 30: 1001-1014.(中科院:计算机科学1,CCF-A类)

3.Zhao Shuping,Wen Jie,Fei Lunke, et al. Tensorized incomplete multi-view clustering with intrinsic graph completion[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2023, 37(9): 11327-11335.(CCF-A类会议)

4.Zhao Shuping,Fei Lunke,Wen Jie, et al. Incomplete Multi-View Clustering with Regularized Hierarchical Graph[C]//Proceedings of the 31st ACM International Conference on Multimedia. 2023: 3060-3068.(CCF-A类会议)

5.Zhao Shuping, Jigang Wu; Bob Zhang, et al. Adaptive graph embedded preserving projection learning for feature extraction and selection[J].IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2): 1060-1073.(中科院:计算机科学1CCF-B)

6.Zhao Shuping,Fei Lunke,Wen Jie, et al. Intrinsic and complete structure learning based incomplete multiview clustering[J].IEEE Transactions on Multimedia, 2021.(中科院:计算机科学1,CCF-B)

7.Zhao Shuping,Bob Zhang. Learning salient and discriminative descriptor for palmprint feature extraction and identification[J].IEEE transactions on neural networks and learning systems,2020, 31(12): 5219-5230.(中科院:计算机科学1CCF-B)

8.Zhao Shuping,Bob Zhang. Joint constrained least-square regression with deep convolutional feature for palmprint recognition[J].IEEE Transactions on Systems, Man, and Cybernetics: Systems,2020, 52(1): 511-522.(中科院:计算机科学1,CCF-B类)

9.Zhao Shuping, Fei Lunke,Wen Jigang, et al. Structure Suture Learning-Based Robust Multiview Palmprint Recognition[J].IEEE Transactions on Neural Networks and Learning Systems, 2022.(中科院:计算机科学1CCF-B)

10.Zhao Shuping,Jigang Wu,Fei Lunke, et al. Double-cohesion learning based multiview and discriminant palmprint recognition[J].Information Fusion, 2022, 83: 96-109.(中科院:计算机科学1)

11.Zhao Shuping,Jigang Wu,Bob Zhang, et al. Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation[J].Pattern Recognition, 2022, 123: 108346.(中科院:计算机科学1,CCF-B

12.Zhao Shuping,Bob Zhang, Chen C L P. Joint deep convolutional feature representation for hyperspectral palmprint recognition[J].Information Sciences, 2019, 489: 167-181.(中科院:计算机科学1CCF-B类)

13.Zhao Shuping,Bob Zhang. Deep discriminative representation for generic palmprint recognition[J].Pattern Recognition, 2020, 98: 107071.(中科院:计算机科学1,CCF-B)

14.Fei Lunke,Zhao Shuping, Jia W, et al. Toward efficient palmprint feature extraction by learning a single-layer convolution network[J].IEEE Transactions on Neural Networks and Learning Systems, 2022.(中科院:计算机科学1CCF-B)

15.Fei Lunke, Wong WeiKeung,Zhao Shuping, et al. Learning Spectrum-Invariance Representation for Cross-Spectral Palmprint Recognition[J].IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023.(中科院:计算机科学1,CCF-B)

16.Zhao Shuping,Bob Zhang, Li Shuyi. Discriminant and sparsity based least squares regression with l 1 regularization for feature representation[C]//ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020: 1504-1508.(CCF-B类会议)

17.Ma Siyuan, Hu Qintai,Zhao Shuping, et al. Multiscale Multidirection Binary Pattern Learning for Discriminant Palmprint Identification[J].IEEE Transactions on Instrumentation and Measurement, 2023, 72: 1-12.(中科院:计算机科学1)

18.Li Shuyi,Bob Zhang,Zhao Shuping, et al. Local discriminant coding based convolutional feature representation for multimodal finger recognition[J].Information Sciences, 2021, 547: 1170-1181.(中科院:计算机科学1,CCF-B)

19.Pengyang Zhao,Zhao Shuping, Luyang Chen, et al. Exploiting multiperspective driven hierarchical content-aware network for finger vein verification[J].IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(11): 7938-7950.(中科院:计算机科学1,CCF-B类)

科研项目

1.国家自然科学基金青年基金项目,基于多视角特征学习的非接触式掌纹鲁棒身份识别方法研究,主持,2022-2024。

2.广东省自然科学基金面上项目,基于高阶内在性结构学习的复杂缺损多视图数据聚类方法研究,主持,2024-2026。

3.国家自然科学基金面上项目,非约束异质掌纹识别关键问题研究,参与,2022-2025。

教学活动

1.算法设计与分析,本科生专业课;

2.数据挖掘,本科生专业课。




地址:广州市番禺区广州大学城外环西路100号广东工业大学行政楼325 邮编:510006

电话:020-39322722 邮箱:yzb@gdut.edu.cn粤ICP备05008833号

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