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    Sifei Liu

    Address: 281 S&E Building, UC Merced, CA 95343Phone: (209)-761-3471E-mail: [email protected]

    Contact

    Information

    Computer vision, computational photography and machine learning.ResearchInterests Current work: Face hallucination

    University of California, Merced, CA, USAEducation

    Ph.D. student, EECS August 2012 - present

    Advisor: Ming-Hsuan Yang

    University of Science and Technology of China, Hefei, Anhui China

    M.S., Electronic Science and Technology 2008-2011

    Advisors: Stan Z. Li and Bin Li GPA: 3.84

    North China Electric Power University, Beijing, ChinaB.S., Control Science and Technology 2004-2008

    GPA and RANK: 3.91 and 1/107

    Publications

    Chih-Yuan Yang, Sifei Liu, and Ming-Hsuan Yang, Structured Face Hallucination, 26th IEEEConference on Computer Vision and Pattern Recognition (CVPR 2013).

    Sifei Liu, Dong Yi, Zhen Lei, Stan Z. Li, Heterogeneous Face Image Matching Using Multi-scale Features, IAPR/IEEE conference on Biometrics (ICB 2012).

    Sifei Liu, Dong Yi, Bin Li, Stan Z. Li, Face Alignment under Partial Occlusion in Near

    Infrared Images, In Proceedings of Chinese Conference on Pattern Recognition 2010 (CCPR2010). (Oral and Best Paper Candidate)

    Jianfei Zhu, Zhen Ray, Sifei Liu,Stan Z. Li, Discriminant Analysis with Gabor Phase forRobust Face Recognition, IAPR/IEEE conference on Biometrics (ICB 2012).

    Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, Stan Z. Li. Anti-spoofing Attacksin Face Biometrics: A Comprehensive Database and A Baseline. IAPR/IEEE conference onBiometrics (ICB 2012).

    Zhangxian Wu, Guotian Yang, Xiangjie Liu, Pengyuan Yang, Sifei Liu, A Dynamic TextureModel for Fire Recognition, In Proceedings of Asian Conference on Computer Vision 2009:Workshop on Video Event Categorization, Tagging and Retrieval (ACCV 2009 Workshop).

    University of California, Merced, CA, USAResearchExperience Structured Face Hallucination This work aims to generate high-resolution (HR) facial

    images by maintaining the image structure, while three gradient maps are generated andintegrated to produce HR results with present visual quality.

    Institute of Automation, Chinese Academy of Sciences, Beijing, China Heterogeneous Face Transformation and Recognition This work aims to match fa-

    cial images taken between near infrared lighting (NIR) and visible lighting (VIS) throughphysical-based illumination model. The light-source invariant features are extracted andtwo fusion methods have further improved the results.

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    mailto:[email protected]://www.ucmerced.edu/http://www.ucmerced.edu/http://www.ustc.edu.cn/http://www.ncepu.edu.cn/http://www.ncepu.edu.cn/http://www.ucmerced.edu/http://www.ucmerced.edu/http://www.ia.ac.cn/http://www.ia.ac.cn/http://www.ia.ac.cn/http://www.ucmerced.edu/http://www.ncepu.edu.cn/http://www.ustc.edu.cn/http://www.ucmerced.edu/mailto:[email protected]

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    Face Alignment under Partial Occlusion This task was to set the problem of align-ment of faces with partial occlusion in both NIR and NIR vs.VIS face recognition sys-tem. A robust face alignment method combining local feature matching and ProbabilisticHough Transform (PHT) are established with promising performance.

    Fast Key-points Detection in NIR Face Image This task was to detect key-pointsin speechified face locations (eye and mouse corner, nose tip, etc) in a fast way so thatface alignment approach like AAM, ASM can get a preferable initialization speed.

    Work

    Experience Baidu, Inc, Beijing, China May 2013 to August 2013 Face Editing This work aims to generate special facial image through computer. The

    projects includes face makeup, babyface generating, facial skin denoising and face clone.Some of them will appearing in WonderPhoto APP.

    North China Electrical Power University, Beijing, China June 2006 to June 2008 Founded Hunters Lab-the first independent lab for students at NCEPU

    This lab was founded as Ive taken charge from 2006-2008, with 25 members carrying outresearches and organizing academic seminars. The lab had been sponsored by NationalInnovation Fund of China (NIFC) and Beijing Innovation Fund.

    University of California, Merced, CA, USATeachingExperience Teaching Assistant August 2012 - Present

    CSE20 - Introduction to Computing I

    Awards

    Mathematics and Science Competition

    Honorable Mention, American Mathematical Contest Modeling(MCM), 2007Third Prize, National College Electrical and Mathematical Modeling, 2007Third Prize, National College Electrical and Mathematical Modeling, 2005Second Prize, National English Contest for College Students, 2006Third Prize, Undergraduate Electronic Design Contest, Beijing, 2006Third Prize, Challenge Cup Science and Technology Competition, Beijing, 2007

    Honor Award

    Baidu student fellowship (8 out of 300), 2013Summer fellowship, UC Merced, 2013Outstanding graduates of Beijing, 2008Excellent Students Awards of Beijing, 2005-2006First scholarship, Pivot of merit student, North China electric power university, 2004-2005First scholarship, Pivot of merit student, North China electric power university, 2005-2006First scholarship, Pivot of merit student, North China electric power university, 2006-2007

    Matrix ComputationCourseworkComputer Vision

    Digital Image ProcessingDigital Signal ProcessingPattern RecognitionOptimization

    Proficiency with Matlab, C/C++, OpenCV development.ProgrammingSkills

    References

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    http://www.ucmerced.edu/http://www.ucmerced.edu/http://www.ncepu.edu.cn/http://www.ncepu.edu.cn/http://www.ucmerced.edu/http://www.ucmerced.edu/http://www.ucmerced.edu/http://www.ncepu.edu.cn/http://www.ucmerced.edu/

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    Ming-Hsuan YangAssistant ProfessorUniversity of California, MercedE-mail: [email protected]

    Stan Z.LiProfessor

    Institute of Automation, Chinese Academy of SciencesE-mail: Stan.ZQ.Li (AT) gmail dot com

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    mailto:[email protected]:Stan.ZQ.Li%20(AT)%20gmail%20dot%20commailto:Stan.ZQ.Li%20(AT)%20gmail%20dot%20commailto:[email protected]

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