Stella X. Yu : Publications

Power SVM: Generalization with Exemplar Classification Uncertainty

Weiyu Zhang and Stella X. Yu and Shang-Hua Teng

IEEE Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, 16-21 June 2012

Abstract | Paper | Poster

Angular Embedding: A Robust Quadratic Criterion

Stella X. Yu

IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(1):158-73, 2012

Abstract | Paper

Object Detection and Segmentation from Joint Embedding of Parts and Pixels

Michael Maire and Stella X. Yu and Pietro Perona

International Conference on Computer Vision, Barcelona, Spain, 6-13 Novemeber 2011

Abstract | Paper | Slides

Pop Out Many Small Structures from a Very Large Microscopic Image

Elena Bernardis and Stella X. Yu

Medical Image Analysis, 15(5):690-707, 2011

Abstract | Paper

Linear Scale and Rotation Invariant Matching

Hao Jiang and Stella X. Yu and David R. Martin

IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(7):1339-55, 2011

Abstract | Paper

Feature Transitions with Saccadic Search: Size, Color, and Orientation Are Not Alike

Stella X. Yu

Neural Information Processing Systems, Vancouver, B.C., Canada, 6-9 Dec 2010

Abstract | Paper | Slides

Classification and Feature Selection with Human Performance Data

Christina Pavlopoulou and Stella X. Yu

International Conference on Image Processing, Hong Kong, 26-29 Sept 2010

Abstract | Paper | Slides

Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image

Elena Bernardis and Stella X. Yu

International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, China, 20-24 Sept 2010

Abstract | Paper | Slides

Finding Dots: Segmentation as Popping out Regions from Boundaries

Elena Bernardis and Stella X. Yu

IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, California, 13-18 June 2010

Abstract | Paper | Poster

Indoor-Outdoor Classification with Human Accuracies: Image or Edge Gist?

Christina Pavlopoulou and Stella X. Yu

IEEE CVPR Workshop on Advancing Computer Vision with Humans in the Loop, San Francisco, California, 14 June 2010

Abstract | Paper | Slides

Structural Correspondence as a Contour Grouping Problem

Elena Bernardis and Stella X. Yu

IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, San Francisco, California, 14 June 2010

Abstract | Paper | Slides

Edge-Preserving Laplacian Pyramid

Stella X. Yu

International Symposium on Visual Computing, Las Vegas, Nevada, 30 Nov-2 Dec 2009

Abstract | Paper | Slides

Image Compression based on Visual Saliency at Individual Scales

Stella X. Yu and Dimitri A. Lisin

International Symposium on Visual Computing, Las Vegas, Nevada, 30 Nov-2 Dec 2009

Abstract | Paper | Slides

A Unifying View of Contour Length Bias Correction

Christina Pavlopoulou and Stella X. Yu

International Symposium on Visual Computing, Las Vegas, Nevada, 30 Nov-2 Dec 2009

Abstract | Paper | Slides

Robust Segmentation by Cutting across a Stack of Gamma Transformed Images

Elena Bernardis and Stella X. Yu

Energy Minimization Methods in Computer Vision and Pattern Recognition, Bonn, Germany, 24-27 Aug 2009

Abstract | Paper | Poster

Boundaries as Contours of Optimal Appearance and Area of Support

Christina Pavlopoulou and Stella X. Yu

Energy Minimization Methods in Computer Vision and Pattern Recognition, Bonn, Germany, 24-27 Aug 2009

Abstract | Paper | Slides

Angular Embedding: from Jarring Intensity Differences to Perceived Luminance

Stella X. Yu

IEEE Conference on Computer Vision and Pattern Recognition, Miami Beach, Florida, 20-25 June 2009

Abstract | Paper | Slides

Linear Solution to Scale and Rotation Invariant Object Matching

Hao Jiang and Stella X. Yu

IEEE Conference on Computer Vision and Pattern Recognition, Miami Beach, Florida, 20-25 June 2009

Abstract | Paper | Slides

Learning from Disagreements: Discriminative Performance Evaluation

Christina Pavlopoulou and David Martin and Stella X. Yu and Hao Jiang

The 11th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Miami Beach, Florida, 25 June 2009

Abstract | Paper | Slides

Inferring Spatial Layout from a Single Image via Depth-Ordered Grouping

Stella X. Yu and Hao Zhang and Jitendra Malik

The 6th IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, Anchorage, Alaska, 23 June 2008

Abstract | Paper | Slides | Dataset

Segmentation Induced by Scale Invariance

Stella X. Yu

IEEE Conference on Computer Vision and Pattern Recognition, San Diego, 20-26 June 2005

Abstract | Paper | Slides

Segmentation Using Multiscale Cues

Stella X. Yu

IEEE Conference on Computer Vision and Pattern Recognition, Washington DC, 27 June - 2 July 2004

Abstract | Paper | Slides

Segmentation Given Partial Grouping Constraints

Stella X. Yu and Jianbo Shi

IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(2):173-83, 2004

Abstract | Paper

Computational Models of Perceptual Organization

Stella X. Yu

Ph.D. Thesis, Carnegie Mellon University, May 2003

Abstract | Paper | Slides

Multiclass Spectral Clustering

Stella X. Yu and Jianbo Shi

International Conference on Computer Vision, Nice, France, 11-17 Oct 2003

Abstract | Paper | Slides

Object-Specific Figure-Ground Segregation

Stella X. Yu and Jianbo Shi

IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin, USA, 16-22 June 2003

Abstract | Paper | Slides

Concurrent Object Recognition and Segmentation by Graph Partitioning

Stella X. Yu and Ralph Gross and Jianbo Shi

Neural Information Processing Systems, Vancouver, Canada, 9-14 Dec 2002

Abstract | Paper | Slides

Understanding Popout through Repulsion

Stella X. Yu and Jianbo Shi

IEEE Conference on Computer Vision and Pattern Recognition, Kauai Marriott, Hawaii, USA, 9-15 Dec 2001

Abstract | Paper (w/ correction) | Slides

Grouping with Bias

Stella X. Yu and Jianbo Shi

Neural Information Processing Systems, Vancouver, Canada, 3-8 Dec 2001

Abstract | Paper | Slides

Segmentation with Pairwise Attraction and Repulsion

Stella X. Yu and Jianbo Shi

International Conference on Computer Vision, Vancouver, Canada, 9-12 July 2001

Abstract | Paper | Slides

Grouping with Directed Relationships

Stella X. Yu and Jianbo Shi

Energy Minimization Methods in Computer Vision and Pattern Recognition, Sophia Antipolis, France, 3-5 Sept 2001

Abstract | Paper | Slides

A Hierarchical Markov Random Field Model for Figure-Ground Segregation

Stella X. Yu and Tai Sing Lee and Takeo Kanade

Energy Minimization Methods in Computer Vision and Pattern Recognition, Sophia Antipolis, France, 3-5 Sept 2001

Abstract | Paper | Slides

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, July 2001

Abstract | Paper

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, July 2001

Abstract | Paper

Grouping with Bias

Stella X. Yu and Jianbo Shi

Technical Report CMU-RI-TR-01-22, Robotics Institute, Carnegie Mellon University, July 2001

Abstract | Paper

An Information-Theoretic Framework for Understanding Saccadic Behaviors

Tai Sing Lee and Stella X. Yu

Neural Information Processing Systems, Denver, Colorado, USA, 29 Nov - 4 Dec 1999

Abstract | Paper

What Do V1 Neurons Tell Us about Saccadic Suppression?

Stella X. Yu and Tai Sing Lee

Journal of Neural Computing, 32-3:271-7, 2000

Abstract | Paper

Optimization Models for the First Arrival Target Distribution Function in Discrete Time

Stella X. Yu and Yuanlie Lin and Pingfan Yan

Journal of Mathematical Analysis and Applications, 225(1):193-223, 1998

Abstract | Paper