Publications

Journal

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
    accepted by IEEE Transactions on Pattern Analysis and Machine intelligence, January 2008.
    (now combines both of our August '07 TPAMI submissions).

Classification via Minimum Incremental Coding Length (MICL) [pdf] [bib]
    John Wright, Yangyu Tao, Zuochen Lin, Yi Ma and Heung-Yeung Shum
    submitted to SIAM Journal on Imaging Science, October 2007.

Unsupervised Segmentation of Natural Images via Lossy Data Compression [pdf] [bib]
    Allen Yang, John Wright, Shankar Sastry and Yi Ma
    to appear in 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

        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 Computer Vision and Pattern Recognition (CVPR), 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.