Yaohui Ding's Webpage


Information

> Yaohui Ding

Research assistant in the Integrated Pattern Recognition and Biometrics Lab (i-PRoBe Lab) of the Department of Computer Science and Engineering (CSE) in Michigan State University (MSU). My advisor is Dr. Arun Ross.

You can find me at:

  • Room 2335, Engineering Building, 428 South Shaw Lane,

    Michigan State University, East Lansing, MI 48824

  • Or dingyaoh@msu.edu

  • Or from Skype: Yaohui Ding


Summary


Yaohui's CV (Click)


Research Interests

  • Biometric Fusion, Information Fusion

  • Missing Data, Imputation Methods

  • Fingerprint Spoof Detection

  • High-Dimensional and Large-Scale Data Analysis


Education

  • Ph.D. Computer Science, Michigan State University, USA

  • M.S. Statistics, West Virginia University, USA

  • B.S. Electrical Engineering, Zhejiang University, China


Coursework (WVU)


Publication


Journal

  • Y. Ding and A. Ross, "A Comparison of Imputation Methods for Handling Missing Scores in Biometric Fusion," Pattern Recognition, Vol. 45, Issue 3, pp. 919 - 933, 2012.

  • Y. Ding and A. Ross, "Ensemble of One-Class Classifiers for Fingerprint Spoof Detection," submitted to the IEEE Transactions on Information Forensics and Security (TIFS), 2016.

  • Y. Ding and A. Ross, "Combining Demographic Attributes with Biometric Authentication Systems Using Generalized Additive Models," submitted to the IEEE Transactions on Information Forensics and Security (TIFS), 2016.

    Conference

  • Y. Ding and A. Ross, "When Data Goes Missing: Methods for Missing Score Imputation in Biometric Fusion," Proc. of SPIE Conference on Biometric Technology for Human Identification VII, (Orlando, USA), April 2010.

  • E. Marasco, Y. Ding and A. Ross, "Combining Match Scores with Liveness Values in a Fingerprint Verification System," 5th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), (Washington DC, USA), September 2012.

  • Y. Ding, A. Rattani and A. Ross, "Bayesian Belief Models for Integrating Match Scores with Liveness Measures and Quality Values in a Fingerprint Verification System," 9th IAPR International Conference on Biometrics (ICB), (Halmstad, Sweden), June 2016.

  • Y. Ding and A. Ross, "An Ensemble of One-Class SVMs for Fingerprint Spoof Detection Across Different Fabrication Materials," Proc. of the 8th IEEE International Workshop on Information Forensics and Security (WIFS), (Abu Dhabi, UAE), December 2016.

    Tool&Software

  • Y. Ding and A. Ross, "WVU Biometric Fusion Tool," Center for Identification Technology Research (CiTER), Oct 2011.

  • © Y.D. Last modified: Dec, 2016.