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Yun (Raymond) Fu ‘s Website |
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Dr. and Scientist BBN Technologies E-mail:
raymondyunfu AT gmail Dot com Office Tel.: 1-617-873-8060 |
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I am a Scientist in BBN Technologies, Note: Please use my
official name Yun Fu for any
citations and references. |
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Call for Prospective Student Applications: I
will move to the Department of
Computer Science and Engineering,
University at Buffalo (The State University of New York),
as an Assistant
Professor in January 2010. If you are interested in an RA or TA position
under my supervision, please feel free to contact me. |
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News and Events: 10/2009,
elected to the editorial board Journal
of Multimedia as an Associate Editor. 09/2009,
serve as the Special
Session Chair,
IEEE
ICASSP’10,
Contextual and Semantic Learning for Image and Video Processing. 09/2009,
an IEEE T-PAMI paper was accepted, two ACCV papers were accepted with an oral
and a poster presentation. 06/2009,
a coauthored IEEE ICCV’09 paper was accepted. 05/2009, Guest
Editor, Computer Vision and Image Understanding, Special Issue on Feature-oriented Image and Video Computing for Extracting
Contexts and Semantics,
Elsevier, 2010 03/2009,
a coauthored IEEE CVPR’09 paper was accepted. 03/2009, invited to visit the CS departments at Wayne State
University. 02/2009, selected in the 2010 "Marquis Who's Who in 01/2009, will serve as the Special Session Chair, IEEE
ICME’09, Challenges in
Large-Scale Image Retrieval. 11/2008, accept the offer and appointment to be a Part-time Lecturer in the Department
of Computer Science at Tufts University, Medford, MA, starting from 2009 spring semester, teaching Foundations of Scientific Visualization. 11/2008, elected to the editorial board Neurocomputing
as an Associate Editor. 11/2008,
invited to visit the CS departments in
both University of Texas at San Antonio and Texas State
University in Nov.. 10/2008, invited to serve
as the Program
Chair, IEEE ICCCN Int’l Workshop on Multimedia Computing and
Communications (ICCCN--MCC’09) 09/2008,
invited to serve as the Publicity
Chair for 2009 Infoscience Forum, 09/2008, elected to the editorial board International Journal of Image and Graphics (IJIG) (IJIG) as an Associate
Editor. 08/2008, joined the BBN Technologies, 05/2008, our Human Age Estimation work is highlighted by PhysOrg.com with
press coverage Intelligent
Computers See Your Human Traits. 04/2008, won the M. E. Van Valkenburg Graduate Research Award. 04/2008, won the 2007 Chinese Government
Award for Outstanding Self-Financed Students Abroad. 04/2008, in the finalist of 2008 $30,000 Lemelson-Illinois Student Prize. 09/2007, as the first author, won the prestigious IEEE ICIP Best Paper Award (DoCoMo …. |
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Press Coverage Engineering at
Illinois, Graduate student honored by Chinese government, Apr. 2008 ECE AS
International, How Old Are You?,
www.asmag.com Vol. 120, Page
40-41, Dec. 2008. PhysOrg.com, Intelligent Computers See Your Human Traits, May 2008. Roland
Piquepaille's Technology Trends, Computers
can now guess our age, Sep. 2008. UIUC News
Bureau, Step
right up, let the computer look at your face and tell you your age, Sep. 2008. ABC Science, Age recognition software has a human eye, Oct. 2008. UPI.com, Age estimation software is created, Sep. 2008. Zdnet.com, Computers can now guess our age, Sep. 2008. Webindia123.com, Age estimation software is created, Sep. 2008. Newkerala.com, Now, a computer software that can tell age just by looking
at your face!, 2008. Hindustantimes.com, Computer that says how old you are, Sep. 2008. TXonline.net, Age estimation software is created, Sep. 2008. Topnews.in, Now, computer software that can tell age just by looking
at your face, Oct. 2008. CHISA, http://www.chisa.edu.cn/szxrzz/qikan/2009no4/200904/t20090421_84870.html, 2008 |
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Short Bio Dr. Yun (Raymond) Fu received the B.Eng. degree in
information and communication engineering from the School of Electronic and
Information Engineering, Xi'an Jiaotong University (XJTU), China; the M.Eng.
degree in pattern recognition and intelligence systems from the Artificial
Intelligence and Robotics Institute (AI&R), XJTU; the M.S. degree in
statistics from the Department of Statistics, University of Illinois at
Urbana-Champaign (UIUC), USA; and the Ph.D degree in Electrical and Computer
Engineering (ECE) from ECE Department, UIUC, USA. He did interdisciplinary work and his research interests
include statistical machine learning, human computer interaction, image
processing, multimedia and computer vision. He has extensive publications in
top journals, book chapters and international conferences/workshops. He
serves as associate editor, chairs, PC member and reviewer of top journals
and international conferences/workshops. He is the recipient of the 2002
Rockwell Automation Master of Science Award, two Edison Cups of the 2002 GE
Fund Edison Cup Technology Innovation Competition, the 2003 Hewlett-Packard
(HP) Silver Medal and Science Scholarship, the 2007 Chinese Government Award
for Outstanding Self-financed Students Abroad, the 2007 DoCoMo USA Labs
Innovative Paper Award (IEEE ICIP'07 best paper award), the 2007-2008 Beckman
Graduate Fellowship of Arnold and Mabel Beckman Foundation, and the 2008 M.
E. Van Valkenburg Graduate Research Award. He was one of the finalists of the
2008 Lemelson-Illinois Student Prize and 2007-2008 Illinois International
Graduate Achievement Award. He is a
member of IEEE, life member of Institute of Mathematical Statistics (IMS),
and 2007-2008 Beckman Graduate Fellow. |
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Education
l
Ph.D., l
Electrical and Computer Engineering Advisor: Professor Thomas S. Huang, William L. Everitt Professor of Electrical Engineering l
M.S., l
Statistics l
M.Eng., l
Pattern Recognition and
Intelligent Systems Advisor: Professor
Nanning Zheng, Director of Institute
of Artificial Intelligence & Robotics, President of XJTU l
B.Eng., l
Information Engineering, Special Class for Gifted Students |
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Working
Experience Assistant Professor, Department of Computer Science and Engineering, University at Scientist, BBN Technologies, Part-time
Lecturer, Computer Science
department, Beckman Graduate Fellow, Beckman Institute at
UIUC,
With Prof. Michael Insana, Rohit Bhargava, and Zhi-pei Liang, 08/2007--08/2008 Research Assistant, Beckman Institute & ECE
Department at UIUC, With
Prof. Thomas S. Huang, 08/2004- Research Intern, Multimedia Research Group of Motorola Labs at Research Intern, Mitsubishi Electric Research
Laboratories (MERL) at Research Assistant, Institute of Artificial Intelligence & Robotics (AI&R) at
XJTU, China, With Prof. Nanning Zheng, 03/2002--07/2004 |
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Teaching
Experience l
Lecturer, Computer Science
department, COMP 150-08: Foundations of Scientific Visualization,
Spring 2009 COMP 150-CC: Special Topics:
Biometrics (Cross-listed as EE 193 and Math 50C), Summer 2009 (cancelled) |
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Selected
Honors & Awards ² ² Selected in "Marquis Who's Who in ² Lemelson-Illinois Student Prize, finalist,
2008. ² Second Runner-up, V. Dale Cozad
Business Plan Competition, 2008. ² Chinese Government Award for Outstanding Self-financed
Students Abroad, 2007-2008. ² M. E. Van Valkenburg Graduate Research Award,
Electrical and Computer Engineering, UIUC, USA, 2008. ² DoCoMo USA Labs
Innovative Paper Award, DoCoMo & IEEE ICIP’07,
USA, 2007. (IEEE ICIP best paper award, 2 out of
1708 submissions) ² IdeaBounce Competition Winner Prize, Academy
for Entrepreneurial Leadership, ² Beckman Graduate Fellowship, Arnold and
Mabel Beckman Foundation, Beckman Institute, ²
Hewlett-Packard
Silver Medal and Award. Hewlett-Packard, USA,
2003. ²
Rockwell
Automation Master of Science Scholarship.
Rockwell Automation, USA, 2002. ²
GE
Fund “ ²
Title of “Outstanding Graduate
Student in ² Title of “Pioneer in Science
and Technology”,
² Title of “Most Favorite Star of Science and Technology”, ² First Prize. XJTU Scholarship and Special Fellowship. 2003. ² Keynote Speaker, 2002 |
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Research Interests and Demos l
Statistical Machine Learning, Pattern Recognition, Subspace
Learning, Manifold Analysis - Non-Negative Graph
Embedding (NGE) - Correlation Tensor
Analysis ( - Correlation
Embedding Analysis ( - Conformal
Embedding Analysis ( - Discriminant Simplex
Analysis (DSA) - Linear Embedded
Analysis ( - Linear Embedded
Clustering (LEC) l
Human Computer Interaction, Intelligent Systems, Computer Vision - A Realtime Face
Tracker: Face Detection, Tracking, and Head Pose Estimation - hMouse: Face Detection, Tracking, and Mouse Control with the
Application to Disability Operable OS - RTM-HAI: Real-Time Multimodal Human-Avatar Interaction - Face Recognition - A Realtime Shrug Detector: Face Detection and Shrug Detection - Age Estimation via Face Images - Lipreading - Gender
Recognition from Body l
Multimedia, Computer Graphics, Image-Based Rendering &
Modeling, Animation - M-Face: An Appearance-Based Photorealistic Model for Multiple
Facial Attributes Rendering - FaceTransfer: A Prototype System for Photorealistic Facial Attributes
Rendering - 3D Face Modeling
and Analysis l
Image/Signal/Video Processing, Multimodality Biomedical
Imaging, Bioinfomatics |
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Academic Activities Professional Membership l
Member of IEEE, Institute of Electrical and Electronics Engineers, 2007- l
Life Member of IMS, Institute of Mathematical
Statistics, 2007- l
Beckman Graduate Fellow,
Beckman Institute at UIUC, 08/2007-08/2008 Journal Editor Board l
Guest Editor, Computer Vision and Image Understanding, Special Issue on Feature-oriented Image and Video Computing for Extracting
Contexts and Semantics,
Elsevier, 2010 l
Associate Editor, Journal
of Multimedia (JMM),
Academy Publisher, 2009- l
Associate Editor, Neurocomputing,
Elsevier, 2008- l
Associate Editor, International Journal of Image and Graphics (IJIG), World Scientific Publishing, 2008- Conference Chair l
Program
Chair, IEEE ICCCN Int’l Workshop on Multimedia Computing
and Communications (ICCCN--MCC’09) l
Special
Session Chair,
IEEE
ICASSP’10,
Contextual and Semantic Learning for Image and Video Processing l
Special
Session Chair, IEEE ICME’09, Challenges in Large-Scale Image Retrieval. l
Special
Session Chair, The 16th Int'l Conf on Mutli-Media Modeling (MMM), Video Analysis and Event Recognition. l
Publicity Chair, 2009 Infoscience Forum, Program Committee l
The Eleventh IASTED International Conference on Computer
Graphics and Imaging (CGIM 2010) l
International Conference on Computer Vision Theory and
Applications (VISAPP’10) l
International Conference on Imaging Theory and Applications
(IMAGAPP’10) l
The IEEE International Conference on Computer Vision
(ICCV’09) l
IEEE CVPR’09 Workshop on Semantic Learning and
Applications in Multimedia ( l
The Fifth
International Conference on Image and Graphics (ICIG'09) l
The 2009 International Conference on Image Analysis and Recognition
(ICIAR’09) l
The 6th IEEE International Conference on Advanced Video and
Signal-Based Surveillance (AVSS’09) l
International Conference on Signal Processing and
Multimedia Applications (SIGMAP’09) l
International Conference on Machine Learning and Cybernetics
(ICMLC’09) l
IEEE International Conference on Intelligence Computation
and Intelligent System (ICIS'09) l
Int’l
Conf. on Computer Vision Theory and Applications(VISAPP’09) l
IEEE
FG’08, Workshop on Facial and Bodily Expressions for Control and
Adaptation of Games (ECAG'08) l
The 2008 International Conference on Image Analysis and
Recognition (ICIAR’08) l
The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD’09) l
The 3rd Pacific-Rim Symposium on Image and Video
Technology (PSIVT’09) l
IEEE Symposium on
Computational Intelligence for Image Processing (CIIP’09) Reviewer l
IEEE Transactions
on Pattern Analysis and Machine Intelligence (T-PAMI) l
IEEE
Transactions on Image Processing (T-IP) l
IEEE
Transactions on Circuits and Systems for Video Technology (T-CSVT) l
IEEE
Transactions on Multimedia (T-MM) l
IEEE
Transactions on Neural Networks (T-NN) l
IEEE
Transactions on Information Forensics and Security (T- l
IEEE
Transactions on Knowledge and Data Engineering (T- l
IEEE
Transactions on Systems, Man and Cybernetics-Part A (T-SMC-A) l
IEEE Transactions on Systems, Man and Cybernetics-Part B (T-SMC-B) l
IEEE Transactions on Information Technology in Biomedicine (T-ITB) l
IEEE Signal Processing Letters l
Computer Vision and Image Understanding (CVIU) l
Neurocomputing l
Information Sciences l
Machine Vision
and Applications Journal l
International
Journal of Pattern Recognition and Artificial Intelligence (IJPRAI) l
International Journal of Image and Graphics (IJIG) l
International
Journal of Computers and Applications l
Journal of
Image and Vision Computing l
Journal of
Pattern Analysis and Applications l
Journal of
Computer Science and Technology l
Journal of
Electronic Imaging (JEI) l
EURASIP
Journal on Advances in Signal Processing l
Computational
Statistics and Data Analysis l
Pattern
Recognition l
Pattern
Recognition Letters l
Science in l
IEEE
Conference series on Automatic Face and Gesture Recognition (IEEE
FG’06), Nov.2005 l
IEEE
Int’l Workshop on Analysis and Modeling of Faces and Gestures (IEEE
ICCV2005), Jun.2005 l
The 5th
International Workshop on Image Analysis for Multimedia Interactive Services,
Jan. 2005 l
ACM
Multimedia (MM’06), Jun. 2006 l
International
Workshop on Multimedia Content Analysis and Mining (MCAM’07), 2007 l
IEEE Int'l
Conference on Semantic Computing (IEEE ICSC’07), 2007 l
IEEE Int'l Conference
on Semantic Computing (IEEE ICSC’08), 2008 l
IEEE
Int’l Conference on Computer Vision and Pattern Recognition (IEEE
CVPR’08), 2008 l
International
Workshop on Multimedia Signal Processing, 2008 l
IEEE
International Conference on Multimedia and Expo (IEEE ICME’09), 2009 l
IEEE
International Conference on Acoustics, Speech, and Signal Processing (IEEE
ICASSP’09), 2009 Presentations and Talks l
Invited
Talk, Dept. of Computer Science and Engineering, University at l
Invited
Distinguished Talk, Dept. of Computer Science, l
Invited
Talk, Dept. of Computer Science, l
Invited
Talk, Dept. of Computer Science, l
Oral
Presentations, IEEE 2008 International Conference on Image Processing l
Invited Speaker (cannot attend finally), Computational
Algebraic Statistics, Theories and Applications (CASTA2008) l
Invited
Talk, l
Invited
Talk, Kodak Research Labs, l
Invited
Talk, BBN Technologies, l
Invited
Talk, Dept. of Electrical and Computer Engineering, l
Invited Talk,
Dept. of Computing, The l
Invited
Talk, Computer Science Dept., Uni. Of l
Invited
Talk, Statistics Department, l
Invited Oral
Presentation, ACM Int’l Conf. on Image and Video Retrieval, Jul. 2008 l
Oral
Presentation, IEEE 2008 Int’l Conference on Acoustics, Speech, and
Signal Processing l
Oral
Presentation, IEEE 2008 Workshop on Applications of Computer Vision l
3 Oral
Presentations, IEEE 2007 International Conference on Image Processing l
Oral
Presentation, IEEE 2007 CVPR, The 1st Workshop on Component Analysis l
Oral
Presentation, IEEE 2007 International Conference on Multimedia & Expo l
Oral
Presentation, IEEE 2007 Workshop on Applications of Computer Vision l
Oral
Presentation, IEEE 2006 Conference on Automatic Face and Gesture Recognition l
"Elevator
Pitch" Presentation, 2007 IdeaBounce Competition Winner, UIUC l
Demo, 2007
Information Exploitation Division PI Meeting l
Demo, 2007
UIUC Engineering Open House & Beckman Institute Open House l
Demo, 2006
UIUC Engineering Open House & Beckman Institute Open House l
Internship,
Motorola Labs, IL, l
Invited
Talk, Motorola Labs, IL, l
Internship,
Mitsubishi Electric Research Laboratories, MA, l
Visiting
Talk, l
Keynote
Speech, 2002 l
Oral
Presentation, 2003 National Conference on l
Oral
Presentation, The Fifth National Conference on Computer |
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Selected Publications Books and Chapters Book Chapters [7] Yun Fu and Thomas S. Huang, “Manifolds and Subspace Learning for Pattern Recognition”, P. Wang (Eds.), Pattern
Recognition, Machine Vision, Principles and Applications (in honor and
memoriam to Professor King-Son Fu), 2010. (Invited
Chapter) [6] [5] Yun Fu, Guodong Guo, and Thomas S.
Huang, “Soft Biometrics for Video Surveillance”, Y. Ma and G. Qian
(Eds.), Intelligent Video Surveillance: Systems and Technology, [4] Zhu Li, Yun Fu, Junsong Yuan, Ying
Wu, Aggelos Katsaggelos, and Thomas S. Huang, “Multimedia Data Indexing,” D. Tao, D. Xu, and X. Li (Eds.), Semantic Mining Technologies for
Multimedia Databases, Idea Group Inc., 2008. (Invited
Chapter) [3] Zhihong Zeng, Yuxiao Hu, Glenn I. Roisman, Zhen
Wen, Yun Fu, and Thomas S. Huang,
“Audio-Visual Spontaneous Emotion Recognition,” T.S. Huang, A. Nijholt, M. Pantic, and A. Pentland (Eds.), LNAI-Special Volume on Human
Computing-Chapter, 2007. (Invited Chapter) Thesis & Dissertation [2] Yun Fu. Unified Discriminative Subspace Learning for
Multimodality Image Analysis. Ph.D. dissertation, Dept. of Electrical
& Computer Engineering, Uni. of Illinois at [1] Yun Fu. Photorealistic Face
Rendering Based on a Fusion Model of Linear and Lambertian Object Class. M.Eng. Thesis, Journal Papers (after 2006) [15]
Yun Fu, Guodong Guo and Thomas S.
Huang, Age Synthesis and Estimation via Faces: A Survey, IEEE
Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2010. (in press) [14]
Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, and Thomas Huang, Learning with L1-Graph for Image Analysis, IEEE Transactions on Image Processing (T-IP), 2010. (in press) [13] Jilin Tu, Yun Fu, and Thomas S. Huang, Locating Nose-tips and Estimating Head Poses in Images by Tensorposes, IEEE Transactions on Circuits and Systems
for Video Technology (T-CSVT),
Vol. 19, No. 1, pp. 90–102, Jan. 2009. [12] Shuicheng Yan,
Huan Wang, Yun Fu, J. Yan, Xiaoou Tang, and Thomas S. Huang, Synchronized Submanifold Embedding for Person-Independent Pose
Estimation and Beyond, IEEE
Transactions on Image Processing
(T-IP), Vol.18, No. 1, pp. 202-210, Jan. 2009. [11]
Yun Fu, Shuicheng Yan and Thomas
S. Huang, Correlation Metric for Generalized
Feature Extraction, IEEE Transactions on Pattern
Analysis and Machine Intelligence
(T-PAMI), Vol. 30, No. 12, pp: 2229-2235, Dec. 2008. [10]
Yun Fu, Zhu Li, Junsong Yuan, Ying Wu, and Thomas S. Huang, Locality Versus Globality: Query-Driven Localized Linear Models for
Facial Image Computing, IEEE
Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 18, No. 12, pp: 1741-1752,
Dec. 2008. [9]
Hao Tang, Yun Fu, Jilin Tu, Mark
Hasegawa-Johnson, and Thomas S. Huang, Humanoid Audio-Visual
Avatar with Emotive Text-To-Speech Synthesis, IEEE Transactions on Multimedia (T-MM), Vol. 10, No. 6, pp: 969-981, Oct. 2008. [8]
Guodong Guo, Yun Fu, Charles Dyer, and Thomas S. Huang, Image-Based Human Age Estimation by Manifold Learning and Locally
Adjusted Robust Regression,
IEEE Transactions on Image Processing
(T-IP), Vol. 17, No. 7, pp: 1178 – 1188, Jul. 2008. [7] Yun Fu and Thomas
S. Huang, Human Age Estimation with Regression on
Discriminative Aging Manifold,
IEEE Transactions on Multimedia (T-MM),
Vol. 10, No. 4, pp: 578-584, 2008. [6]
Yun Fu, Renxiang Li, Thomas S. Huang, and Mike Danielsen, Real-Time Multimodal Human-Avatar Interaction, IEEE Transactions on Circuits and Systems
for Video Technology (T-CSVT),
Vol. 18, No. 4, pp: 467-477, 2008. [5]
Yun Fu, Zhu Li, Thomas
S. Huang, and Aggelos K. Katsaggelos. Locally Adaptive Subspace and Similarity Metric Learning for Visual
Clustering and Retrieval, Computer Vision and Image Understanding (CVIU), Special Issue on Similarity Matching in Computer Vision and
Multimedia, Vol. 110, No. 3, pp: 390-402, 2008. [Acceptance Rate: 8/98=8.16%] [4] Yun
Fu, Shuicheng Yan, and Thomas S. Huang. Classification and Feature Extraction by Simplexization, IEEE Transactions on Information Forensics and Security (T- [3] Yun Fu and Thomas
S. Huang, Image Classification Using Correlation
Tensor Analysis, IEEE Transactions on Image Processing
(T-IP), Vol. 17, No. 2, pp: 226-234, Feb. 2008. [2] Yun
Fu and [1] Zhihong Zeng, Yun Fu, Glenn I. Roisman, Zhen Wen, Yuxiao Hu and Thomas S. Huang. Spontaneous Emotional Facial Expression Detection. Journal of Multimedia (JMM), Vol. 1, No. 5, pp: 1-8, Aug. 2006. (Invited
Paper) Conference Papers 2009 [44] Xu
Zhao, Yun Fu, and
Yuncai Liu, “Temporal-Spatial Local Gaussian Process
Experts for Human Pose Estimation”, The Ninth Asian Conference on
Computer Vision (IEEE ACCV’09), 2009. (Oral Presentation [36/670=5.37%]) [43]
Guodong Guo, Guowang Mu, and Yun Fu, “Gender from Body: A Biologically-Inspired Approach with Manifold
Learning”, The Ninth Asian Conference on Computer
Vision (IEEE ACCV’09), 2009. [42]
Guodong Guo, Guowang Mu, Yun Fu, Charles Dyer, and Thomas S. Huang, “A Study on Automatic Age Estimation using a Large Database”, IEEE International Conference on Computer Vision
(IEEE ICCV’09), 2009. [41] Guodong
Guo, Guowang Mu, Yun Fu, Thomas S. Huang, “Human Age Estimation Using Bio-inspired Features”, IEEE Conference on Computer Vision and Pattern
Recognition (IEEE CVPR’09), 2009. [40]
Guodong Guo Charles
R. Dyer, Yun Fu, and
Thomas S. Huang, “Is Gender Recognition Affected by Age?”, IEEE International Conference on Computer Vision
(IEEE ICCV’09), Workshop on Human Computer Interaction (HCI),
2009. (Oral Presentation) [39] Jie
Xiao, Yun Fu, Yijuan Lu, Qi Tian, “Refining Image
Retrieval Using One-Class Classification,” IEEE International Conference on
Multimedia & Expo (IEEE ICME’09), 2009. (Oral Presentation) 2008 [38] Yun Fu, Liangliang Cao, Guodong Guo, and Thomas S.
Huang “Multiple Feature Fusion by Subspace
Learning,” ACM International Conference on
Image and Video Retrieval (ACM CIVR’08), pp. 127-134, 2008. (Invited Oral Presentation) [37] Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas S. Huang,
"Non-Negative Graph Embedding", IEEE Conference on
Computer Vision and Pattern Recognition (IEEE CVPR’08), 2008. (Oral Presentation [63/1593=4%]) [36] Guodong
Guo, Yun Fu, Thomas S. Huang, and Charles Dyer, “A Probabilistic Fusion Approach to Human Age Prediction,” IEEE CVPR’08- [35] Yun Fu, Shuicheng Yan, and Thomas S. Huang “Discriminant Simplex Analysis,” IEEE International Conference on
Acoustics, Speech, and Signal Processing (IEEE ICASSP’08), pp: 3333-3336, 2008. (Oral Presentation) [34] Yun Fu and Thomas S. Huang “Correlation Embedding Analysis,” IEEE International Conference on
Image Processing (IEEE ICIP’08), 2008. (Oral Presentation) [33] Zhu Li, Yun Fu, Shuicheng Yan and
Thomas S. Huang “'Real-Time Human Action Recognition by
Luminance Field Trajectory Analysis,” The ACM Multimedia (ACM
MM’08), 2008. [32] Liangliang
Cao, Mert Dikmen, Yun Fu and Thomas S. Huang “Gender Recognition from Body,” The ACM Multimedia (ACM MM’08), 2008. [31] Guodong
Guo, Yun Fu, Charles Dyer, and Thomas S. Huang, “Head Pose Estimation: Classification or Regression?,” International Conference on Pattern Recognition (ICPR’08),
2008. [30] Ming
Liu, Yun Fu, and Thomas S. Huang, “An Audio-Visual
Fusion Framework with Joint Dimensionality Reduction,” IEEE International Conference on Acoustics, Speech, and Signal
Processing (IEEE ICASSP’08), 2008. [29] Ming
Liu, Shuicheng Yan, Yun Fu, and Thomas S. Huang, “Flexible X-Y Patches for Face Recognition,” IEEE International Conference on Acoustics, Speech, and Signal Processing
(IEEE ICASSP’08), 2008. [28] Chunxiao Zhou, Yuxiao Hu, Yun Fu,
Huixia Wang, Yongmei M. Wang, and Thomas S. Huang, “3D Face Analysis for Distinct Features using Statistical Randomization,” IEEE International Conference on Acoustics, Speech, and Signal
Processing (IEEE ICASSP’08), pp: 981-984, 2008. [27] Hao
Tang, Yuxiao Hu, Yun Fu, Mark Hasegawa-Johnson, Thomas Huang, “Real-Time Conversion from a Single 2D Face Image to a 3D Text-Driven
Emotive Audio-Visual Avatar,” IEEE International
Conference on Multimedia & Expo (IEEE ICME’08), 2008. (Oral Presentation) [26] Ranga C. Gudivada, Yun Fu, Anil G.
Jegga, Xiaoyan A. Qu , Eric K.
Neumann, and Bruce J. Aronow, “Mining Human Phenome
to Investigate Modularity of Complex Disorders,” The first AMIA Summit on Translational Bioinformatics, 2008. (Oral Presentation) [25]
Guodong Guo, Yun Fu, Thomas S. Huang, and Charles Dyer,
“Locally Adjusted Robust Regression for Human Age
Estimation,” IEEE Workshop on Applications of
Computer Vision (IEEE WACV’08), 2008. (Oral Presentation) [24] [23] Hao Tang, 2007 [22] Yun Fu, Ming
Liu, and Thomas S. Huang, “Conformal Embedding Analysis with Local
Graph Modeling on the Unit Hypersphere,” IEEE Conference on Computer
Vision and Pattern Recognition, The 1st Workshop on
Component Analysis..(IEEE
CVPR’07-CA), 2007. (Oral Presentation) [21] Yun Fu, Zhu
Li, Xi Zhou, and Thomas S. Huang, “LAPLACIAN Affinity
Propagation for Semi-Supervised Object Classification,” IEEE International Conference on Image Processing (IEEE
ICIP’07), pp. 189-192, 2007. (Oral Presentation[288/1708=16.8%]) [20] Yun Fu, Junsong Yuan, Zhu Li, Thomas
S. Huang, and Ying Wu, “Query-Driven Locally Adaptive Fisher
Faces and Expert-Model for Face Recognition”, IEEE International Conference on Image
Processing (IEEE ICIP’07), pp. 141-144, 2007. (Oral Presentation[288/1708=16.8%]) [19] Junsong Yuan, Zhu Li, Yun Fu, Ying Wu, and Thomas S. Huang, “Common Spatial Pattern Discovery by Efficient Candidate Pruning,” IEEE International Conference on Image Processing (IEEE
ICIP’07), pp. 165-168, 2007. (Oral Presentation[288/1708=16.8%]) [18] Yun Fu, Xi
Zhou, Ming Liu, Mark Hasegawa-Johnson, and Thomas S. Huang, “Lipreading by Locality Discriminant Graph,” IEEE International Conference on Image Processing (IEEE
ICIP’07), pp. 325-328, 2007. [17] Shuicheng Yan, Zhenqiu Zhang, Yun Fu, [16] Yun Fu, Ye
Xu, and Thomas S. Huang “Estimating Human Age by Manifold
Analysis of Face Pictures and Regression on Aging Features”, IEEE International Conference on Multimedia & Expo (IEEE
ICME’07), pp. 1383-1386, 2007. [15] Yun Fu,
Renxiang Li,Thomas S. Huang, and Mike Danielsen, “Real-Time Humanoid Avatar For Multimodal Human-Machine Interaction,” 2007. IEEE International Conference on Multimedia & Expo (IEEE
ICME’07), pp. 991-994, 2007. [14] Xi Zhou, Yun Fu, Ming
Liu, Mark Hasegawa-Johnson, and Thomas S. Huang, “Robust Analysis and Weighting on MFCC Components for Speech Recognition
and Speaker Identification,” IEEE International
Conference on Multimedia & Expo (IEEE ICME’07), pp. 188-191,
2007. [13] Zhu Li, Yun Fu, Junsong Yuan, Thomas S. Huang, and Ying
Wu, “Query Driven Localized Linear
Discriminant Models for Head Pose Estimation,” IEEE International Conference on Multimedia & Expo (IEEE
ICME’07), pp. 1810-1813, 2007. (Oral Presentation[16%], ICME '07 Best Paper
Candidate from HCI Track) [12] Yun Fu, and Thomas S. Huang, “hMouse: Head Tracking Driven Virtual Computer Mouse”, IEEE Workshop on Applications of Computer Vision (IEEE WACV’07), Feb. 2007. (Oral Presentation[22/106=20.75%], [11] Yun Fu, and
Thomas S. Huang, “Unsupervised Locally Embedded
Clustering For Automatic High-Dimensional Data Labeling,” IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE
ICASSP’07), pp. 1057-1060, 2007. [10] Yuxiao Hu, Zhenqiu Zhang, Xun Xu, Yun Fu, and Thomas S. Huang, “Building Large Scale 3D Face Database for Face Analysis,” International Workshop on Multimedia Content Analysis and
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FG’06) Southampton, UK, pp. 281-286, Apr. 2006. [7] Huazhong Ning, Tony X. Han, Yuxiao Hu, Zhenqiu
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for Audio-visual Affect Recognition”. The ACM Multimedia (ACM
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Conference on Image Processing (IEEE ICIP’04), [2] Yun Fu, [1] Yun Fu and Paper Manuscripts [1] Yun Fu and Thomas S.
Huang. ”Locally Linear Embedded Eigenspace Analysis”. IFP-TR, UIUC, January 1,
2005. Patent [1] (pending) |
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