Yunpeng Li PhD Student Department of Computer Science Cornell University, Ithaca, NY 14853   Advisor: Dan Huttenlocher

 

[Research Interest] [Education] [Publications] [Other Stuff] 

 

 

I graduated in 2010. Here is my new home page. (This page is still periodically maintained.)

 

Research Interest

 

• Computer vision, applied machine learning

 

 

Education

 

• 2005 – 2010: Ph.D. in Computer Science, Cornell University
• 2001 – 2005: B.A., Middlebury College

 

 

Publications

 

• Aurelien Lucchi, Yunpeng Li, and Pascal Fua. Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets.
  In Computer Vision and Pattern Recognition (CVPR), Portland, OR, June 2013.
• Yunpeng Li, Noah Snavely, Dan Huttenlocher, and Pascal Fua. Worldwide Pose Estimation Using 3D Point Clouds.
  In European Conference on Computer Vision (ECCV), Florence, Italy, October 2012. [Supplemental material | Web page]
• Aurelien Lucchi, Yunpeng Li, Kevin Smith, and Pascal Fua. Structured Image Segmentation using Kernelized Features.
  In European Conference on Computer Vision (ECCV), Florence, Italy, October 2012.
• Aurelien Lucchi, Yunpeng Li, Xavier Boix, Kevin Smith, and Pascal Fua. Are Spatial and Global Constraints Really Necessary for Segmentation?.
  In International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011.
• Yunpeng Li, Noah Snavely, and Dan Huttenlocher. Location Recognition Using Prioritized Feature Matching.
  In European Conference on Computer Vision (ECCV), Heraklion, Greece, September 2010. [Web page]
• Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, and Dan Huttenlocher. Generating Sharp Panoramas from Motion-blurred Videos.
  In Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, June 2010.
• Yunpeng Li, David Crandall, and Dan Huttenlocher. Landmark Classification in Large-scale Image Collections.
  In International Conference on Computer Vision (ICCV), Kyoto, Japan, October 2009.
• Yunpeng Li and Dan Huttenlocher. Learning for Optical Flow Using Stochastic Optimization.
  In European Conference on Computer Vision (ECCV), Marseilles, France, October 2008.
• Yunpeng Li and Dan Huttenlocher. Sparse Long-range Random Field and its Application to Image Denoising.
  In European Conference on Computer Vision (ECCV), Marseilles, France, October 2008. | [code]
• Yunpeng Li and Dan Huttenlocher. Learning for Stereo Vision Using the Structured Support Vector Machine.
  In Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, June 2008.
• Amy Briggs, Carrick Detweiler, Yunpeng Li, Peter Mullen, and Daniel Scharstein. Matching Scale-space Features in 1D Panoramas.
  Computer Vision and Image Understanding, 103(3):184-195, September 2006.
• Amy Briggs, Yunpeng Li, Daniel Scharstein, and Matt Wilder. Robot Navigation Using 1D Panoramic Images.
  In International Conference on Robotics and Automation (ICRA), Orlando, Florida, May 2006.
• Amy Briggs, Yunpeng Li, and Daniel Scharstein. Feature Matching across 1D Panoramas.
  In Omnivis 2005, the sixth Workshop on Omnidirectional Vision (in conjunction with ICCV 2005), Beijing, China, October 2005.