Ph.D.
Department of Computer Science
University of Illinois at Urbana-Champaign

Contact :

rueisung AT gmail DOT com

 

 

 

 

 

 

 


 

I received my BS degree from the Department of Computer Science and Information Engineering at National Taiwan University in 1994. I joined the language acquisition research group led by my advisor Prof. Stephen E. Levinson at the Beckman Institute, University of Illinois at Urbana-Champaign in 1998. I defended my PhD dissertation in Dec 2005. Since then, I’ve been working at Embedded System Research, Motorola Inc.

 

 

Computer Vision: Visual Tracking, Analyzing Visual Dynamics, Object Detection and Recognition.

Machine Learning: Manifold Learning, Statistical Learning and Inference, Discriminant Analysis.

Robot Learning: Reinforcement Learning.

 

 

Dynamic textures synthesis as nonlinear manifold learning and traversing
Che-Bin Liu, Ruei-Sung Lin, Narendra Ahuja, Ming-Hsuan Yang
British Machine Vision Conference, 2006

Object tracking using globally coordinated nonlinear manifolds
Che-Bin Liu, Ruei-Sung Lin, Ming-Hsuan Yang, Narendra Ahuja
International Conference on Pattern Recognition, 2006

Learning nonlinear manifolds from time series
Ruei-Sung Lin, Che-Bin Liu, Ming-Hsuan Yang, Narendra Ahuja, Stephen E. Levinson
European Conference on Computer Vision, 2006

Modeling dynamic textures using suspace mixtures
Che-Bin Liu, Ruei-Sung Lin, Narendra Ahuja
IEEE International Conference on Multimedia & Expo, 2005

Adaptive discriminative generative model and its applications
[Supplementary documents and videos]
Ruei-Sung Lin, David Ross, Jongwoo Lim, Ming-Hsuan Yang
Neural Information Processing Systems Conference, 2004

Incremental learning for visual tracking
Jongwoo Lim, David Ross, Ruei-Sung Lin, Ming-Hsuan Yang
Neural Information Processing Systems conference, 2004

An Adaptive discriminative generative model for object tracking
Ruei-Sung Lin, Ming-Hsuan Yang, Stephen E. Levinson
European Conference on Artificial Intelligence, Valencia, Spain, 2004. (oral presentation)

Object tracking using incremental Fisher discriminant analysis
Ruei-sung Lin, Ming-Hsuan Yang, Stephen E. Levinson
International Conference on Pattern Recognition, Cambridge, UK, 2004. (oral presentation)

Automatic language acquisition by an autonomous robot
S. Levinson, W. Zhu, D. Li, K. Squire, R.-S. Lin, M. Kleffner, M. McClain, and J. Lee
International Joint Conference on Neural Networks, Portland, 2003

Tracking of object with SVM regression
Weiyu Zhu, Song Wang, Ruei-Sung Lin, Stephen E. Levinson
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), II:240-245, Kauai, Hawaii, USA, 2001

The role of sensorimotor function, associative memory and reinforcement learning in automatic acquisition of spoken language by an autonomous robot
S. Levinson, Q. Liu, C. Dodsworth, R.-S Lin, W. Zhu, M. Kleffner
Joint NSF DARPA Workshop on Development and Learning, East Lansing, MI, 2000

Blind deconvolution by self-organization
Wen-Pin Tai, Ruei-Sung Lin, Cheng-Yuan Liou
International Conference on Neural Networks, ICNN, vol. 3, Houston, USA, June 8-12, 1997, pp. 1568-1573

 

 


  Updated : Feb 22, 2007