Publications

Journal

        Image Super-Resolution via Sparse Representation [pdf] [bib]
              Jianchao Yang, John Wright, Thomas Huang and Yi Ma
              submitted to IEEE Transactions on Image Processing, September 2009.
       
        Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix [pdf] [bib]
              Zhouchen Lin, Arvind Ganesh, John Wright, Minming Chen, Leqin Wu and Yi Ma
              submitted to SIAM Journal on Optimization, July 2009.

Robust Principal Component Analysis:
     Exact Recovery of Corrupted Low-Rank Matrices by Convex Optimization [pdf] [bib]
    John Wright, Arvind Ganesh, Shankar Rao and Yi Ma
    submitted to the Journal of the ACM, May 2009.

Sparse Representation for Computer Vision and Pattern Recognition
    John Wright, Yi Ma, Julien Mairal, Guillermo Spairo, Thomas Huang, Shuicheng Yan
    submitted to the Proceedings of the IEEE, March 2009.

Dense Error Correction via L1-Minimization [pdf] [bib]
    John Wright and Yi Ma
    submitted to IEEE Transactions on Information Theory, September 2008.

Robust Face Recognition via Sparse Representation [pdf] [bib]
    John Wright, Allen Yang, Arvind Ganesh, Shankar Sastry and Yi Ma
    IEEE Transactions on Pattern Analysis and Machine intelligence, February 2009.

Classification via Minimum Incremental Coding Length (MICL) [pdf] [bib]
    John Wright, Yangyu Tao, Zuochen Lin, Yi Ma and Heung-Yeung Shum
    SIAM Journal on Imaging Science, 2009.

Unsupervised Segmentation of Natural Images via Lossy Data Compression [pdf] [bib]
    Allen Yang, John Wright, Shankar Sastry and Yi Ma
    Computer Vision and Image Understanding, 2008.

Segmentation of Multivariate Mixed Data via Lossy Coding and Compression [pdf] [bib]
    Yi Ma, Harm Derksen, Wei Hong and John Wright
    IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2007.

A Multiscale Hybrid Linear Model for Lossy Image Representation [pdf] [bib]
    Wei Hong, John Wright, Kun Huang, and Yi Ma
    IEEE Transactions on Image Processing, November 2006.

Conference

        Fast Algorithms for Recovering a Corrupted Low-Rank Matrix
              Arvind Ganesh, Zhouchen Lin, John Wright, Minming Chen, Leqin Wu and Yi Ma
              submitted to Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009.

        Robust Principal Component Analysis:
              Exact Recovery of Corrupted Low-Rank Matrices by Convex Optimization
              John Wright, Arvind Ganesh, Shankar Rao and Yi Ma
              Neural Information Processing Systems (NIPS), 2009.

        Face Recognition with Contiguous Occlusion using Markov Random Fields
              Zihan Zhou, Andrew Wagner, Hossein Mobahi, John Wright and Yi Ma
              International Conference on Computer Vision (ICCV), 2009.

        Toward a Practical Face Recognition: Robust Pose and Illumination via Sparse Representation
              Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, and Yi Ma
              IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

        Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition
              John Wright and Gang Hua
              IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

          Dense Error Correction via L1-Minimization
              John Wright, and Yi Ma
              IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009.
       
        Minimum Sum of Distances Estimator: Robustness and Stability
              Yoav Sharon, John Wright, and Yi Ma
              American Control Conference (ACC), 2009.

        Nearest-subspace patch matching for face recognition under varying pose and illumination
              Zihan Zhou, Arvind Ganesh, John Wright, Shen-Fu Tsai and Yi Ma
              IEEE Conference on Face and Gesture Recognition (FGR), 2008.

        Image super-resolution as sparse representation of raw image patches
              Jianchao Yang, John Wright, Thomas Huang and Yi Ma
              IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
 
Segmentation of Multivariate Mixed Data via Lossy Coding and Compression
    John Wright, Wei Hong, Yi Ma and Harm Derksen
    SPIE Conference on Visual Communications, January 2007.

Homography from Coplanar Ellipses with Application to 3D Bloodsplatter Reconstruction
    John Wright, Andrew Wagner, Shankar Rao and Yi Ma
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2006.

A Multiscale Hybrid Linear Model for Lossy Image Representation
    Wei Hong, John Wright, Kun Huang and Yi Ma
    International Conference on Computer Vision (ICCV) 2006.

Analysis of Persistent Motion Using the 3D Structure Tensor
    John Wright and Robert Pless
    IEEE Workshop on Motion and Video Computing 2005.

Spatio-temporal Detection and Isolation: Results on PETS '05 Datasets
    Souvenir, R., John Wright and Robert Pless
    IEEE Workshop on Performance Evaluation of Tracking and Surveillance (PETS) 2005.