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 Wei Keung, 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。




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