Jianchao Yang

JIANCHAO (JOHN) YANG

PhD Student
Information Formation and Processing Group (IFP)
Department of Electrical and Computer Engineering
University of Illinois at Urbana-Champaign (UIUC)

2323 Beckman Institute
405 North Mathews, Urbana, IL, 61801
Phone: 217-244-2960 (o)
Email: jyang29@ifp.uiuc.removeme.edu

RESEARCH INTERESTS: Computer Vision, Machine Learning, Sparse Coding and Image Super-resolution.

PHD. ADVISOR: Professor Thomas S. Huang.

NEW's

Our team achieved NO.1 in 18 out of 20 object classes in the PASCAL Visual Object Classes Challenges 2009, Slides.
ScSPM Matlab Codes for CVPR'09 image classification algorithm.
Super-Resolution Matlab Codes for our CVPR'08 super-resolution algorithm.

PUBLICATIONS

Image Super-resolution: Overview and Challenge.
Jianchao Yang, and Thomas Huang.
Book chapter in "Super-Resolution Imaging", CRC Press, 2010, Peyman Milanfar (Editor).

Image Super-Resolution via Sparse Representation. [PDF]
Jianchao Yang, John Wright, Thomas Huang and Yi Ma.
Submitted to IEEE Transaction on Image Processing (TIP).

Learning with L1 Graph for Image Analysis.[PDF]
Bin Cheng, Jianchao Yang, Shuicheng Yan and Thomas Huang.
To appear in IEEE Transaction on Image Processing (TIP), 2010.

Linear Spatial Pyramid Matching using Sparse Coding for Image Classification. [PDF] [Codes]
Jianchao Yang, Kai Yu, Yihong Gong, Thomas Huang.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

Ubiquitously Supervised Subspace Learning.[PDF]
Jianchao Yang, Shuicheng Yan, Thomas Huang.
IEEE Transactions on Image Processing (TIP), pp. 241-249, Vol. 18, Feb, 2009.

Face Hallucination Through Sparse Coding.[PDF][Slides][Results]
Jianchao Yang, Hao Tang, Yi Ma and Thomas Huang.
IEEE International Conference on Image Processing (ICIP), 2008. Oral Presentation.

Non-negative Graph Embedding.[PDF][Slides]
Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas Huang.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2008. Oral Presentation.

Image Super-resolution as Sparse Representation of Raw Image Patches.[PDF][Codes][Results]
Jianchao Yang, John Wright, Thomas Huang, Yi Ma.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2008.