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Gu, Lie (Leon) |
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I am a Ph.D.
student in Computer Science Department at
Carnegie Mellon University, advised by Prof.
Takeo Kanade. I worked as an associate researcher at MSR Beijing before I began the Ph.D. program. |
Address
Newell-Simon Hall 4122
School of Computer
Science
Carnegie Mellon University
Pittsburgh, PA 15213-3890
Tel: (o) 1-412-268-6569
(h) 1-412-361-2696
Email: gu@cs.cmu.edu
Research
My research is in the area of computer vision and statistical learning. I am particularly intereted in recognizing detailed structures of objects. I have been
working on several related problems and projects, such as face
and human body alignment. I am
generally interested in philosophy and computational techniques in understanding
the visual world.
Projects
 |
|
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Human Body Alignment |
 |
3D Alignment of Face in a Single Image |
Publications
Gu, L., Xing, E. and Kanade, T.
Learning GMRF Structures for Spatial Priors
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, 2007.
(pdf) (poster)
Gu, L. and Kanade, T.
3D
Alignment of Face in a Single Image
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition,
New York, 2006.
(pdf) (slides)
Zhou, Y., Gu, L. and Zhang, H.
Bayesian Tangent Shape Model: Estimating Shape and Pose Parameters via Bayesian Inference
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
Wisconsin, 2003.
(pdf) (slides)
Gu, L., Li, S. and Zhang, H.
Learning Probabilistic Distribution Model for Multi-View Face Detection
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Hawaii, 2001.
(pdf)
Chen, X., Gu, L., Li, S. and Zhang, H.
Learning Representative Local Features for Face Detection
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Hawaii, 2001.
(pdf)
Li, S., Gu, L., Fu, Q., Cheng Y., Scholkopf B. and Zhang, H.
Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation
Proceedings of the International Conference on Computer Vision, Vancouver, 2001.
(pdf)
Qi, W., Gu, L., Jiang, H., Chen X. and Zhang, H.
Integrating Visual, Audio and Text Analysis for News Video
Proceedings of the International Conference on Image Processing, Vancouver, 2000.
(pdf)
Talks
Face
Alignment, PIA Seminar, 10/06/2006.
3D
Alignment of
Face in a Single Image, CVPR 2006, 07/19/2006.
Part Based
Face Alignment, PIA Seminar, 12/09/2005.
2D and 3D Face Alignment, VASC Seminar, 07/05/2003.
Shape
Registration, IFIVE, 07/01/2003.
Bayesian Tangent Shape Model For Face Registration, CVPR 2003, 06/19/2003.
Learning
Probabilistic Distribution Model for Multi-View Face Detection, MSR Asia,
12/12/2001.
Visual Tracking and Its Bayesian Treatment, MSR Asia, 11/14/2001.
Kernel-Based Face
Distribution Modeling, MSR Asia, 4/9/2001.
Courses
Taken
Advanced Probability (STAT 36-752, Fall 2006)
Advanced Statistical Learning Seminar (CS 11-745, Fall 2004)
Statistical Learning (CS 10-702, Spring 2003)
Machine Learning (CS 15-781, Fall 2002)
Computer Vision (RI 16-720, Fall 2002)
Math Fundamentals for Robotics (RI 16-811, Fall 2002)
Algorithm (CS 15-750, Spring 2003)
Database (CS 15-721, Spring 2003)
Architecture (CS 15-740, Fall 2003)
Audited
Intermediate Probability (STAT 36-703)
Intermediate Statistics (STAT 36-705)
Applied Bayesian and Computational Statistics (STAT 36-724)
Nonparametric Methods (STAT 36-713).
Teaching
Computer Vision (15-385, Spring 2005) (TA)
Advanced Statistical Learning Seminar (11-745, Fall 2006) (TA)
Last Updated: Mar 2007.