Gongping Yang   

Title:Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

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Language:English

Profile

Email: gpyang@sdu.edu.cn

DBLP: https://dblp.org/pid/82/5012


Brief Biography

Dr. Gongping Yang received his Bachelor degree in Computer and Application, Master and Ph.D. degrees in Computer Software and Theory from Shandong University, Jinan, China, in 1992, 2001 and 2007, respectively. Since 2013, he has been a Professor in School of Software at Shandong University, Jinan, China. At present, he is a Senior member of CCF and CAAI, also serve as the Machine Learning Technical Committee of CAAI and Artificial Intelligence and Pattern Recognition Technical Committee of CCF. During the past several years, he has served as a program committee member/organization/program chair of several conferences. His current research interests include pattern recognition, computer vision and biometric recognition. Since the start of his research career, Dr. Yang have generated over 70 publications in prestigious international journals and conferences.

Educational Experiences

09/2004~06/2007

Degree: Ph.D.


University: Shandong University, China


Major: Computer Software and Theory

09/1999~12/2001

Degree: Master


University: Shandong University, China


Major: Computer Software and Theory

09/1988~07/1992

Degree: Bachelor


Shandong University, China


Major: Computer and Application

Work Experiences

09/2013~present

Shandong University


Position: Professor of School of Software

09/2004~08/2013

Shandong University


Position: Associate Professor of School of Computer Science and   Technology

07/1992~08/2004

Shandong University


Position: Lecturer of School of Computer Science and Technology

Research Interests

My research interests include Pattern Recognition, Computer Vision and Biometrics.

Professional Activities

At present, I am a Senior member of CCF and CAAI, also serve as the Machine Learning Technical Committee of CAAI and Artificial Intelligence and Pattern Recognition Technical Committee of CCF. During the past several years, I have served as program committee member/organization/program chair of several conferences. In addition, I also serve as the reviewer of many international journals. They are listed below.

Program Committee Member

Chinese Conference on Machine Learning (CCML2013-2020)


Chinese Conference on Data Mining (CCDM2015-2020)


Chinese Conference on Biometric   Recognition(CCBR2012-2020) 

Program Co-Chair

The 8th Chinese Conference on Biometric   Recognition (CCBR2013)

Organization   Committee Chair

The 4th International   Conference on Natural Computation(ICNC2008)


The 5th International Conference on   Fuzzy Systems and Knowledge Discovery (FSKD2008)


The 12th China Conference on Machine Learning   (CCML2010)

Reviewer(selected)

IEEE Transactions on Information Forensics   and Security


IEEE Transactions on Circuits and Systems for   Video Technology

Pattern Recognition

IEEE Transactions on Biometrics, Behavior, and   Identity Science

Neurocomputing

IET Computer Vision

Signal Processing

Projects/Funds

In these years, I have been in charge of / taken part in several research projects. The projects listed below are those I have been in charge of.



01/2020~12/2023

Study on ECG   Human Identification under Uncontrolled Environment

Nation Natural Science   Foundation of China (NSFC)

01/2015~12/2018

Study on The   Key Problems of Finger Vein Recognition under Large Scale Populations and   Multi-type Sensors Environment

Nation Natural Science   Foundation of China (NSFC)

01/2012~12/2015

Study of   personalized biometric problem

Nation Natural Science   Foundation of China (NSFC)

 

Ten Selected Publications (all as corresponding authors) 

1. Lu Yang, Gongping Yang, Xiaoming Xi, Kun Su, Qing Chen, Yilong Yin: Finger Vein Code: From Indexing to Matching. IEEE Transactions on Information Forensics and Security. 14(5): 1210-1223 (2019).     

2. Lu Yang, Gongping Yang, Yilong Yin, Xiaoming Xi: Finger Vein Recognition with Anatomy Structure Analysis. IEEE Transactions on Circuits and Systems for Video Technology. 28(8): 1892-1905 (2018).

3.  Kuikui Wang,Gongping Yang,Yuwen Huang,Yilong Yin. Multi-Scale Differential Feature for ECG Biometrics with Collective Matrix Factorization. Pattern Recognition. 102: 107211(2020). 

4. Haiying Liu, Gongping Yang, Lu Yang, Kun Su & Yilong Yin. Anchor-Based Manifold Binary Pattern for Finger Vein Recognition. SCIENCE CHINA Information Sciences. 62(5): 52104:1-52104:16 (2019).  

5. Haiying Liu, Gongping Yang, Lu Yang,Yilong Yin. Learning personalized binary codes for finger vein recognition. Neurocomputing. 365: 6270(2019).

6. Kun Su, Gongping Yang, Bo Wu, Lu Yang, Su Peng,Li Dunfeng,Yilong Yin.Human Identification using Finger Vein and ECG signals.Neurocomputing. 332:111-118(2019).

7. Qing Chen, Lu Yang, Gongping Yang, Yilong Yin: Geometric shape analysis based finger vein deformation detection and correction. Neurocomputing 311: 112-125 (2018)   

8. Jingxiao Xu,Gongping Yang,Kuikui Wang,Yuwen Huang,Haiying Liu,Yilong Yin. Structural Sparse Representation with Class-Specific Dictionary for ECG Biometric Recognition. Pattern Recognition Letters. 135: 44–49 (2020). IF=2.80

9. Rui Li; Gongping Yang; Kuikui Wang; Yuwen Huang; Feng Yuan; Yilong Yin. Robust ECG Biometrics Using GNMF and Sparse Representation. Pattern Recognition Letters. 129 (2020) 7076.

10. Kun Su, Gongping Yang, Lu Yang, Dunfeng Li, Peng Su, Yilong Yin. Learning binary hash codes for finger vein image retrieval. Pattern Recognition Letters. 117 : 7482(2019) 


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