About Me

Dan Zeng 曾丹, PhD.

Research Assistant Professor

Department of Computer Science and Engineering, Southern University of Science and Technology.

Address: Room 1009, A7, Nanshan iPark, Shenzhen, Guangdong Province, China.

Email: zengd[at]sustech[dot]edu[dot]cn

E-Mail


Biography

Dan Zeng is currently a research assistant professor in the Department of Computer Science and Engineering at Southern University of Science and Technology (SUSTech). She received the B.E. and Ph.D. degrees in computer science and technology from Sichuan University (SCU) in 2013 and 2018, under the supervision of Prof. Zhisheng You and Prof. Qijun Zhao. Since 2012, she participated in ‘3+2+3’ Joined Study of Bachelor and Doctoral Degree program of Sichuan University (Top 5%). She worked as a post-doc research fellow in the Data Management and Biometrics (DMB) Lab at the University of Twente (UT), the Netherlands from 2018 to 2020, under the supervision of Prof. Raymond Veldhuis. Her major research interests include Biometrics, Medical Biometrics, and Computer vision. Her recent research interests lie in face super-resolution, face recognition and 3D face modeling, Retina recognition, expression recognition with applications to finance and intelligent pain scale with applications to delivery labor. She is a member of the IEEE.

Publications

2020

Combating Ambiguity for hash-code Learning in Medical Instance Retrieval.

Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, and Jiang Liu.

IEEE Journal of Biomedical and Health Informatics 2020(under revision)

Occlusion Invariant Face Recognition Using Simultaneous Segmentation.

Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers, Richard Arendsen.

IET Biometrics 2020(under revision)

A survey of face recognition techniques under occlusion.

Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers.

IET Biometrics 2020(accepted) [PDF]

Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition.

Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng.

IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI, Impact Factor=17.861) 2020-03[PDF]

2019

Combined training strategy for low-resolution face recognition with limited application specific data.

Dan Zeng, Luuk Spreeuwers, Raymond Veldhuis, Qijun Zhao.

IET Image Processing 2019-08 [PDF]

Likelihood Ratio based Loss to finetune CNNs for Very Low Resolution Face Verification.

Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers, Qijun Zhao.

ICB(Oral) 2019-06 [PDF]

2018

Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition.

Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu.

CVPR 2018-06 [PDF]

On 3D face reconstruction via cascaded regression in shape space.

Feng Liu, Dan Zeng, Jing Li, Qijun Zhao.

Frontiers of Information Technology & Electronic Engineering 2018-02 [PDF]

2017

Examplar Coherent 3D Face Reconstruction from Forensic Mugshot Database.

Dan Zeng, Qijun Zhao, Shuqin Long, Jing Li.

Image and Vision Computing 2017-02 [PDF]

2016

Joint Face Alignment and 3D Face Reconstruction.

Feng Liu, Dan Zeng, Qijun Zhao, Xiaoming Liu.

ECCV 2016-10 [PDF]

Towards resolution invariant face recognition in uncontrolled scenarios.

Dan Zeng, Hu Chen, Qijun Zhao.

ICB 2016-06 [PDF]

A Novel Approach to Mugshot Based Arbitrary View Face Recognition.

Dan Zeng, Shuqin Long, Jing Li, Qijun Zhao.

Journal of the Optical Society of Korea 2016-04 [PDF]

2015

Example based 3D Face Reconstruction from Uncalibrated Frontal and Profile Images.

Jing Li, Shuqin Long, Dan Zeng, Qijun Zhao.

ICB 2015-05 [PDF]


Education

2018/9 - 2020/9 University of Twente, The Netherlands
  Post-doc Research Fellow with the Department of Electrical Engineering, Mathematics and Computer Science
2016/10 - 2017/10 University of Twente, The Netherlands
  Visiting Researcher with the Department of Electrical Engineering, Mathematics and Computer Science
2014/9 - 2018/6 College of Computer Science, Sichuan University, P. R. China
  Ph.D. in Computer Science and Technology
2012/9-2014/6 College of Computer Science, Sichuan University, P. R. China
  Postgraduate in Computer Science and Technology
2009/9-2013/6 College of Computer Science, Sichuan University, P. R. China
  B.E. in Computer Science and Technology

Academic Service

Reviewer for major journals and conferences in the areas of biometrics and pattern recognition, such as IEEE Transactions on Information Forensics and Security, Pattern Recognition, Pattern Recognition Letters, Electronics Letters, Image and Vision Computing, and AAAI2020 etc.

Awards and Honors

2016 National Scholarship, Ministry of Education of China
2014-2018 Graduate Students Representatives of Sichuan University
2015-2016 Excellent PhD of Sichuan University
2015-2016 Outstanding graduate student cadres of Sichuan University
2014-2015 Excellent PhD of Sichuan University
2014-2015 Outstanding graduate student cadres of Sichuan University

Social activities

2014-2018 2014 Dr. class monitor of College of Computer Science, Sichuan University
2013-2018 Committee member of ‘3+2+3’ successive graduate, postgraduate and doctoral program
2011-2012 2009 Undergraduate monitor of College of Computer Science, Sichuan University
2010-2011 Secretary of the Department sub-committees of College of Computer Science, Sichuan University