Carnegie Mellon University

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Felix Juefei Xu

Ph.D.

Electrical and Computer Engineering

CyLab Biometrics Center

Carnegie Mellon University

Publish under F. Juefei-Xu

[CV]

Email: Felixu AT cmu DOT edu Website: xujuefei.com

Office: Collaborative Innovation Center (CIC), Room 1307, 4720 Forbes Ave., Pittsburgh, PA 15213

Research Outline

  • His current research is focused on a fuller understanding of deep learning where he is actively exploring new methods in deep learning that are statistically efficient and adversarially robust. On the applied side, he is focused on tackling the Pose, Expression, Resolution, Illumination, and Occlusion (Perio) challenges for unconstrained periocular face recognition using shallow and deep generative learning. He also has broader interests in pattern recognition, computer vision, machine learning, optimization, statistics, compressive sensing, and image processing. He is the recipient of multiple best paper awards, including the Best Poster Paper Award of the IEEE/IAPR International Joint Conference on Biometrics (IJCB) in 2011, the Best Paper Award of the IEEE Seventh International Conference on Biometrics: Theory, Applications and Systems (BTAS) in 2015, and the Best Student Paper Award of the IEEE Eighth International Conference on Biometrics: Theory, Applications and Systems (BTAS) in 2016. [journal bio]