Stella X. Yu : Research

Computer
Vision
Computational Models of Perceptual Organization
Stella X. YU
Ph.D. Thesis, Carnegie Mellon University, May 2003.
Abstract | PDF(3.2MB) | Slides(3.3MB)
Multiclass Spectral Clustering
Stella X. YU and Jianbo SHI
International Conference on Computer Vision (ICCV 03), Nice, France, Oct 11-17, 2003.
Abstract | PDF(634KB)
Object-Specific Figure-Ground Segregation
Stella X. YU and Jianbo SHI
Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, June 16-22, 2003.
Abstract | PDF(1.1MB)
Concurrent Object Recognition and Segmentation by Graph Partitioning
Stella X. YU, Ralph GROSS and Jianbo SHI
Neural Information Processing Systems ( NIPS ), Vancouver, Canada, Dec 9-14, 2002.
Abstract | PDF(815KB) | Slides(1.1MB)
Segmentation with Partial Grouping
Stella X. YU and Jianbo SHI
submitted to IEEE PAMI special issue on EMMCVPR.
Abstract | PDF(1217KB)
Grouping with Bias
Stella X. YU and Jianbo SHI
Neural Information Processing Systems ( NIPS ), Vancouver, Canada, Dec 3-8, 2001.
Abstract | PDF(771KB)
Understanding Popout through Repulsion
Stella X. YU and Jianbo SHI
Computer Vision and Pattern Recognition, Kauai Marriott, Hawaii, Dec 11-13, 2001.
Abstract | PDF(419KB) (w/ correction)
Grouping with Bias
Stella X. YU and Jianbo SHI
Technical report CMU-RI-TR-01-22, Robotics Institute, Carnegie Mellon University, 2001.
Abstract | PDF(462KB)
Perceiving Shapes through Region and Boundary Interaction
Stella X. YU and Jianbo SHI
Technical report CMU-RI-TR-01-21, Robotics Institute, Carnegie Mellon University, 2001.
Abstract | PDF(450KB)
Understanding Popout: Pre-attentive Segmentation through Nondirectional Repulsion
Stella X. YU and Jianbo SHI
Technical report CMU-RI-TR-01-20, Robotics Institute, Carnegie Mellon University, 2001.
Abstract | PDF(467KB)
Grouping with Directed Relationships
Stella X. YU and Jianbo SHI
Lecture Notes in Computer Science 2134, pp. 283-297.
Abstract | PDF(356KB)
Segmentation with Pairwise Attraction and Repulsion
Stella X. YU and Jianbo SHI
International Conference on Computer Vision ( ICCV'01 ), Vancouver, Canada, July 9 - 12, 2001
Abstract | PDF(502KB)
A Hierarchical Markov Random Field Model for Figure-ground Segregation
Stella X. YU, Tai Sing LEE and Takeo KANADE
Lecture Notes in Computer Science 2134, pp. 118-133.
Abstract | PDF(265KB)
Biological
Vision
An Information-Theoretic Framework for Understanding Saccadic Behaviors
Tai Sing LEE and Stella X. YU
Conference on Neural Information Processing Systems (NIPS'99)
Advance in Neural Information Processing Systems 12, Ed. S.A. Solla, T.K. Leen, K-R. Muller. MIT Press.
Abstract | PDF(365KB)
What Do V1 Neurons Tell Us about Saccadic Suppression?
Stella X. YU and Tai Sing LEE
Conference on Computational Neuroscience (CNS'99), 1999
Journal of Neural Computing, 32-33:271-7, 2000.
Abstract | PDF(707KB)
Operations
Research
Optimization Models for the First Arrival Target Distribution Function in Discrete Time
Stella X. YU, Yuanlie LIN, Pingfan YAN
Journal of Mathematical Analysis and Applications, vol. 225, no. 1, September 1, 1998, pp.193-223.
Abstract | PDF(353KB)
First Arrival Target Distribution Function Optimization Models
Xingxing YU, Yuanlie LIN and Pingfan YAN
International Symposium on Operations Research and Applications (ISORA'96), Beijing, P. R. China, 1996, pp. 417-423.
Models for the First Arrival Target Distribution Function Optimization and Risk Minimization in Discrete Time
Yuanlie LIN, Xingxing YU and Jianxing LIN
International Symposium on Operations Research and Applications (ISORA'95), Beijing, P. R. China, 1995, pp. 368-375.
Signal
Processing
A Steady-state Joint Estimation Algorithm and Its Application to Process Identification
Xingxing YU, Dali ZHANG, Pingfan YAN
ACTA Automatica Sinica, vol. 24, no. 2, 1998, pp. 217-220.
Recursive Least Squares Algorithm for Joint Delay-Filter Identification
Xingxing YU, Dali ZHANG and Pingfan YAN
Signal Processing, vol. 13, no. 4, 1997, pp. 349-356.
Adaptive Recursive Least Squares Algorithm for Joint FIR Filtering and Post-Delay Tracking in the Process Identification
Xingxing YU, Dali ZHANG and Pingfan YAN
IEEE International Conference on Intelligent Processing Systems, Beijing, October, 1997.
Adaptive RLS Algorithm for Joint FIR Filtering and Pre-Delay Tracking and Its Application in the Chemical Industry Process Modeling
Xingxing YU, Dali ZHANG and Pingfan YAN
IEEE International Conference on Industrial Technology (ICIT'96), Shanghai, P. R. China, December, 1996, pp. 13-7.
Abstract | PDF(328KB)
Thesis
A Computational Model of Perceptual Organization
Stella X. YU
Ph.D. thesis proposal, Robotics Institute, Carnegie Mellon University, 2001.
Joint Delay-Filter Identification and Reinforcement Learning Control Models
Xingxing YU
Master thesis, Department of Automation, Tsinghua University, P. R. China, 1996.
Computer Aided Instruction Software for Linear Systems
Xingxing YU
Bachelor thesis, Department of Information and Control, Xi'an Jiaotong University, P. R. China, 1993.

Last updated on July 01 2003.