Project Design

Resume of Yuxiao Hu

Personal Data

Hu Yuxiao Male Aug.10

Name Gender Date of Birth

Master of Science in CS Major Computer Science & Tech.

Education Level

Phd. degree expected in Aug. 2008

Computer Vision, Pattern Recognition and human-computer interface

Interest Field

***@****.***, Mobile: 217-***-****

Email address Tel. No.

********@***.*** Office: 217-***-****

Education

Aug. 2004 ~ Now Phd Candidate in ECE Department, UIUC

Sept. 1999 ~ Jul. 2001 Graduate of the Dept. of Computer Sci. and Tech., Tsinghua

University, M. S. Degree expected in June 2001, GPA: 87/100

Sept. 1994 ~ Jul. 1999 Undergraduate of the Dept. of Computer Sci. and Tech., Tsinghua

University, B. E. Degree in July 1999, GPA: 83/100

Research Experience

Aug.04 ~ Now University of Illinois at Urbana-Champaign

Image Formation & Processing Group

Technical Advisor: Professor Thomas S. Huang

Jan.08 ~ Now Project: Event Detection Task in TRECVID2008

Contribution: One of the three team members, data analysis, algorithm

design and implementation.

Dec.07 ~ Feb. 08 Project: Personalized Emotive Avatar

Contribution: One of the two team members, we reconstruct a personalized

3D face with teeth/tongue model and animate it with emotive speech, paper

submitted to ICME2008

Sep.07 ~ Nov.07 Project: subjective experiments on gender/ethnicity recognition

Contribution: I designed and implemented the subjective experiments to test

the human capabilities on gender/ethnicity recognition by 1D silhouette, 2D

texture and 3D face. Paper submitted to ICIP2008

Apr. 07 ~ Now Project: 3D Dynamic Face Data Collection System

Contribution: Project Leader, system (both hardware and software) design

and implementation, data collection, paper published in ICASSP08

May.07~Aug.07 NEC Laboratories America, Cupertino, CA

Information Analysis & Management Group, Summer Intern

Project: Human Action Recognition in Shopping Mall

Contribution: Design and implement the algorithm/demo to detect the

customer actions in shopping mall, paper submitted to CVPR2008

Jan.06. ~ Mar. 06 Project: CHIL Evaluation: Face Pose Estimation in Multi Camera Video

Contribution: One of the two team members, Data analysis, Algorithm

design and implementation, System Tuning. We got No.1 in the task, paper

published in CLEAR07

Jan.06. ~ Mar. 06 Project: CHIL Evaluation: Face Pose Estimation in Static Images

Contribution: One of the three team members, Data analysis, Algorithm

design and implementation, System Tuning. We got No.2 in the task, paper

published in CLEAR07

Aug.05 ~ Aug.07 Project: 3D Face Model Reconstruction

Yuxiao Hu email: ***@****.*** ********@***.*** Tel.No: 217-***-****

Resume of Yuxiao Hu

Contribution: Data collection, labeling and analysis, paper published in

MCAM07

Oct.04.~ Oct.06 Project: Emotion Recognition in interview video

Contribution: Data analysis, Algorithm design and implementation, paper

published in ACM MM06, ICMI2007

Apr.05 ~ Jun.05 Project: VACEII Evaluation:Real-time Multi-view Face Detection in Video

Contribution: One of the two team members, Data collection and labeling,

algorithm design and implementation, system implementation and result

evaluation, paper published in LNCS

May.05~Aug.05 IBM T. J. Watson Research Center, New York

Intelligent Media Interaction Group, Summer Intern

Project: Multimedia Information Retrieval System

Contribution: Design and implement the algorithm and web interface of

multimedia information retrieval for crude oil price prediction

Aug.01 ~ Aug.04 Microsoft Research, Asia

Media Computing Group, Assistant Researcher

Jan.04 ~ Aug.04 Project: Face Annotation in Home Photo Album

Contribution: Design and implement the algorithm and system for batch

face annotation. The system was released in Windows (Longhorn); Paper

published in ACM MM2004

May. 03~ Jan.04 Project: 2D Face Recognition Algorithm: Locality Preserving Projection

Contribution: Design and implemented LPP algorithm for 2D face

recognition. Paper published in ICCV2003, Transaction on PAMI2005

Aug. 03~ Nov. 03 Project: 3D Face Reconstruction for multi-view face recognition

Contribution: Design and implement the system framework and the face

recognition algorithm on PCA, LDA, KPCA, KDA;The demo system was

elected to Microsoft TechFest 2004 and shown in ECCV2004, paper

published in FG2004

Aug. 02 ~ Mar. 03 Project: Real-time Face Tracking and Pose Estimation

Contribution: Project leader, design and implement the system framework;

implement and optimize SSD face tracking and pose estimation algorithm,

The demo system was elected to Microsoft TechFest 2003, paper published

in FG2004

Aug. 01 ~ Apr. 02 Project: Real-time Multi-view Face Detection, Alignment and Recognition

Contribution: Design and implement the recognition/enrollment modular;

implement and optimize the face detector; basic mathematic, graphic library

for whole system, The demo system was elected to Microsoft TechFest 2002

and attend CVPR2001 Demo session, paper published in CVPR2001,

Transaction on CSVT2003

Sep. 99 ~ July 01 Tsinghua University, Beijing, China

State Key Lab of AI, Graduate Student

May.00 ~ May. 01 Project: On-line Chinese Character Recognition System

Contribution: Independently accomplished the design and implementation

of the whole system

Sep.00 ~ Oct. 00 Project: Intelligent Digital Chinese Input Method

Contribution: Implementation on Windows, one of two core programmers

Sep. 00 ~ May 00 Project: Intelligent Information Collection System on the Web

Contribution: Design and implementation, one of four core programmers.

Dec.99~ Aug. 00 Project: Website of China You Com. (www.chinayou.com)

Contribution: Designed and implemented the application layer, Leader of

develop team, Participated in the design of framework for the whole system

May.99 ~ Oct. 00 Project: Medical Record Management System

Yuxiao Hu email: ***@****.*** ********@***.*** Tel.No: 217-***-****

Resume of Yuxiao Hu

Contribution: Independently accomplished the design and implementation

of the whole system

Extracurricular activities

Oct. 00 ~ July.01 Organization: Graduate Academic Forum of State Key Lab of AI

Principalship: secretary-general

Nov. 99 ~ Oct.00 Organization: Graduate Class 43 in Department of Computer Sci. & Tech.

Principalship: monitor

Sep. 97 ~ Jul.98 Organization: Students Union of Tsinghua Univ.

Principalship: Leader of the proposal department

Mar.96 ~ Jul.98 Organization: Information Technology Association of Tsinghua Univ.

Principalship: founder, vice-chairman,Leader of the project department

Sep. 94 ~ Jul.96 Organization: Class 43 in Department of Computer Sci. & Tech.

Principalship: monitor

Sep. 92 ~ Jul.93 Organization: Student s Union of No.23 High School

Principalship: President

Publications

Conference Papers:

Y.X. Hu, H. Tang, T.S. Huang, Camera and Microphone Array for 3D AUDIOVISUAL

Face Data Collection, The 33rd International Conference on Acoustics, Speech, and

Signal Processing (ICASSP2008)

C.X. Zhou, Y.X. Hu, Y. Fu, Y.M. Wang, T.S. Huang, 3D Shape Analysis Using Hybrid

Permutation Tests, ICASSP2008

Y.X. Hu, Z.Q. Zhang, X. Xu, Y. Fu, Building Large Scale 3D Face Database for Face

Analysis, Multimedia Content Analysis and Mining International Workshop, (MCAM 2007)

Y.X. Hu, L.L. Cao, S.C. Yan, F.J. Lv, Y.H. Gong, T.S. Huang, Event Detection with

Spatial and Temporal Ambiguities, Submitted to International Conference on Computer

Vision and Pattern Recognition (CVPR2008);

Y.X. Hu, Y. Fu, U. Tariq, T.S. Huang, Subjective Experiments on Gender and Ethnicity

Recognition from Different Face Representations, submitted to the 15th The International

Conference on Image Processing (ICIP2008)

H.Z. Ning, Y.X. Hu, T.S. Huang, Efficient Initialization of Mixtures of Experts for Human

Pose Estimation, submitted to ICIP2008

Y.X. Hu, T.S. Huang, Subspace Leanring for Human Head Pose Estimation, submitted to

IEEE International Conference on Multimedia & Expo, (ICME2008)

Y. X. Hu, Z.H. Zeng, L.J. Yin, X.Z. Wei, T.S. Huang, A Study of Non-frontal-view Facial

Expression recognition, Submitted to ICME2008;

H. Tang, Y.X. Hu, Y. Fu, M. Hasegawa-Johnson, T.S. Huang, Real-Time Conversion

from a Single 2D Face Image to a 3D Text-driven Emotive Audio/Visual Avatar, submitted

to ICME2008

Z.Q. Zhang, Y.X. Hu, M. Liu and T.S. Huang, Head Pose Estimation in Seminar Room

using Multi View Face Detectors, in Proceedings of the CLEAR06, Springer LNCS series

J.L. Tu, Y. Fu, Y.X. Hu, T.S. Huang, Evaluation of Head Pose Estimation for Studio Data.

CLEAR 2006

Z.H. Zeng, Y.X. Hu, M. Liu, Y. Fu, T.S. Huang,, Training Combination Strategy of

Multi-stream Fused HMM for Audio-visual Affect Recognition, the 14th ACM International

Conference on Multimedia (ACM MM2006)

Z.H. Zeng, Y.X. Hu, Y. Fu, T. S. Huang, G. I. Roisman, Z. Wen: Audio-visual emotion

recognition in adult attachment interview. ICMI 2006

Yuxiao Hu email: ***@****.*** ********@***.*** Tel.No: 217-***-****

Resume of Yuxiao Hu

Z.Q. Zhang, Y.X. Hu, T.L. Yu, T.S. Huang, "Minimum Variance Estimation of 3D Face

Shape from Multi-view", the 7th International Conference on Automatic Face and Gesture

Recognition (FGR2006)

H.Z. Ning, Tony X. Han, Y.X. Hu, Z.Q. Zhang, Y. Fu and T. S. Huang, A Real-time Shrug

Detector, FGR2006

Z.H. Zeng, Y. Fu, Glenn I. Roisman, Z. Wen, Y.X. Hu and T. S. Huang, One-Class

Classification for Spontaneous Facial Expression Analysis, FGR2006

Y.X. Hu, L.B. Chen, Y. Zhou, H.J. Zhang, "Estimating Face Pose by Facial Asymmetry

and Geometry", FGR2004

Y.X. Hu, D.L. Jiang, S.C. Yan, H.J. Zhang, "Automatic 3D Reconstruction for Face

Recognition", FGR2004

Y.X. Hu, S.C. Yan, D.L. Jiang, Y. Zhou, Personalized 3D Face Model Reconstruction

from Single Image, The 8th European Conference on Computer Vision (ECCV 2004)

Demo Summary

L. Zhang, Y.X.Hu, M.J Li, W.Y. Ma, H.J Zhang, Efficient Propagation for Face Annotation

in Family Albums, (ACM MM2004)

S.C. Yan, Y.X. Hu, X.F. He, "Discriminant Analysis on Embedded Manifold", ECCV 2004

Y. Zhou, L. Zhang, Y.X. Hu, H.J. Zhang, "Robust Face Alignment", IEEE Intl. Conf. on

Computer Vision 2003 (ICCV2003) Demo Summary

X.F. He, S.C. Yan, Y.X. Hu, H.J. Zhang, "Spectral Analysis for Face Recognition", Asia

Conference on Computer Vision 2004 (ACCV2004)

X.F. He, S.C. Yan, Y.X. Hu, H.J. Zhang, "Learning a Locality Preserving Subspace for

Visual Recognition", ICCV 2003

L.B. Chen, L. Zhang, Y.X. Hu, M.J. Li, H.J. Zhang, Head Pose Estimation using Fisher

Manifold Learning ICCV2003 Workshop on RATFG 2003

S.Z. Li, X.L. Zou, Y.X. Hu, Z.Q. Zhang, S.C. Yan, X.H. Peng, L. Huang, H.J. Zhang.

"Real-Time Multi-View Face Detection, Tracking, Pose Estimation, Alignment, and

Recognition". CVPR 2001 Demo Summary

Journal Papers:

Z.H. Zeng, Y.X. Hu, G. I. Roisman, Z. Wen, T. S. Huang, Audio-visual Spontaneous

Emotion Recognition (Invited submission), Lecture Notes in Artificial Intelligence for

Human Computing, 2007.

S. Yan, Y.X. Hu, D. Xu, H. Zhang, B. Zhang, Q. Cheng. "Nonlinear Discriminant Analysis

on Embedded Manifold", IEEE Transactions on Circuits and Systems for Video

Technology (TCSVT2006).

Z.H. Zeng., Y. Fu, G.I. Roisman, Z. Wen, Y.X. Hu, and T.S. Huang, Spontaneous

Emotional Facial Expression Detection. Journal of Multimedia, 2006 1(5): 1-8. (JMM2005)

D.L. Jiang, Y.X. Hu, S.C. Yan, H.J. Zhang, "Efficient 3D Reconstruction for Face

Recognition", Journal of Pattern Recognition, Special Issue on Image Understanding for

Digital Photographs, 2005 (PR2005)

X.F He, S.C Yan, Y.X Hu, H.J Zhang, Laplacian Face for Face Recognition, IEEE Trans.

of Pattern Analysis and Machine Intelligence (TPAMI2005),

S.C Yan, X.F. He, Y.X. Hu, H.J. Zhang, M.J. Li, Q.S. Cheng, "Bayesian Shape

Localization for Face Recognition Using Global and Local Textures", IEEE Transactions

on Circuits and Systems for Video Technology, 2003 (TCSVT2003)

Patent:

Y.X. Hu, L. Zhang, M.J. Li, H.J. Zhang, US Patent Pending: Head Pose Assessment

Methods and Systems

D.L. Jiang, H.J. Zhang, L. Zhang, S.C. Yan, Y. X. Hu, US Patent Pending: Method and

System for Constructing a 3D Representation of a Face from a 2D Representation

L. Zhang, M.J. Li, W.Y. Ma, Y.F. Sun, Y.X. Hu, US Patent Pending: Efficient Propagation

For Face Annotation

Yuxiao Hu email: ***@****.*** ********@***.*** Tel.No: 217-***-****

Resume of Yuxiao Hu

Academic Services

Program Committee Member: CVPR2008, ICCV2007

Reviewer:

Journals: TPAMI, TCSVT, TIP, PR, JCST, etc.

Conferences :

ACM Multimedia, ACM MIR, ACM CIVR, etc

IEEE FG, CVPR, ICCV, etc.

EuroGraphics, BMVC, MCAM, etc.

Programming Languages

C, C++, Pascal, Java, SQL, JSP, HTML, JavaScript, etc.

Honors

2000 ~ 2001 Tsinghua-WangShan-WangJiarong Scholarship

1995 ~ 1996 Legend Scholarship

1994 ~ 1995 Motorola Scholarship

1994 Matriculation Scholarship: No.6 in Henan Province

Yuxiao Hu email: ***@****.*** ********@***.*** Tel.No: 217-***-****

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