Publications - John Wright

Thanks for your interest in my work! Below is a fairly complete representation of my published work, with (pre/post)-prints for journal papers. 

Journal

       Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery [pdf] [bib]
              Cun Mu, Bo Huang, John Wright and Donald Goldfarb
              preprint, 2013

       Toward Guaranteed Illumination Models for Nonconvex Objects [pdf] [bib]
              Yuqian Zhang, Cun Mu, Han-Wen Kuo and John Wright
              preprint, 2013

       Compressive Principal Component Pursuit [pdf] [bib]
              John Wright, Arvind Ganesh, Kerui Min and Yi Ma
              Information and Inference, 2013

       Exact Recovery of Sparsely-Used Dictionaries [pdf] [bib]
              Dan Spielman, Huan Wang and John Wright
              preprint, 2012

       Efficient Point-to-Subspace Query in L1 with Application to Robust Face Recognition [pdf] [bib]
              Ju Sun, Yuqian Zhang and John Wright
              preprint, 2012

       On the Local Correctness of L1 Minimization for Dictionary Learning [pdf] [bib]
              Quan Geng, and John Wright
              submitted to IEEE Transactions on Information Theory, September 2011.

       RASL: Robust Alignment via Sparse and Low-Rank Decomposition for Linearly Correlated Images [pdf] [bib]
              Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu and Yi Ma
              IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2012.

        Toward a Practical Face Recognition System: Robust Registration and Illumination via Sparse Representation [pdf] [bib]
              Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Hossein Mobahi and Yi Ma
              IEEE Transactions on Pattern Analysis and Machine Intelligence, February 2012.

       Robust Principal Component Analysis?
[pdf] [bib]
              Emmanual Candes, Xiaodong Li, Yi Ma and John Wright
              Journal of the ACM, May 2011

       Dense Error Correction via L1-Minimization [pdf] [bib]
              John Wright and Yi Ma
              IEEE Transactions on Information Theory, July 2010.

        Image Super-Resolution via Sparse Representation [pdf] [bib]
              Jianchao Yang, John Wright, Thomas Huang and Yi Ma
              IEEE Transactions on Image Processing, November 2010

Sparse Representation for Computer Vision and Pattern Recognition
    John Wright, Yi Ma, Julien Mairal, Guillermo Spairo, Thomas Huang, Shuicheng Yan
    Proceedings of the IEEE, March 2010.

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, February 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, September 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      

       Towards Guaranteed Illumination Models for Nonconvex Objects
              Yuqian Zhang, Cun Mu, Han-Wen Kuo and John Wright
              International Conference on Computer Vision (ICCV) 2013

       Nearest Subspace Search by Grassmanian-based Hashing
              Xu Wang, Stephan Atev, John Wright, and Gilad Lerman
              International Conference on Computer Vision (ICCV) 2013

       Learning with Partially Absorbing Random Walks
              Xiao-Ming Wu, Zhenguo Li, Anthony Man-Cho So, John Wright and Shih-Fu Chang
              Neural Information Processing Systems (NIPS) 2012

       Efficient Point-to-Subspace Query in L1 with Application to Robust Face Recognition
              Ju Sun, Yuqian Zhang, and John Wright
              European Conference on Computer Vision (ECCV) 2012

       Accelerated Large Scale Optimization by Concomitant Hashing
              Yadong Mu, John Wright and Shih-Fu Chang
              European Conference on Computer Vision (ECCV) 2012
       
       Exact Recovery of Sparsely-Used Dictionaries
              Dan Spielman, Huan Wang and John Wright
              Conference on Learning Theory (COLT) 2012
              Best Paper Award

       Compressive Principal Component Pursuit
              John Wright, Arvind Ganesh, Kerui Min, and Yi Ma
              International Symposium on Information Theory (ISIT) 2012

       Principal Component Pursuit with Reduced Linear Measurements
              Arvind Ganesh, Kerui Min, John Wright, and Yi Ma
              International Symposium on Information Theory (ISIT) 2012

       High-Resolution Hyperspectral Imaging via Matrix Factorization
              Rei Kawakami, John Wright, Yin-Wu Tai, Moshe Ben-Ezra, Yasuyuki Matsushita, Katsu Ikieuchi
              Computer Vision and Pattern Recognition (CVPR) 2011

       Decomposing Background Topics from Keywords using Principal Component Pursuit
              Kerui Min, Zhengdong Zhang, John Wright, and Yi Ma
              ACM Conference on Information and Knowledge Management (CIKM) 2010.

       Stable Principal Component Pursuit
              Zihan Zhou, Xiaodong Li, John Wright, Emmanuel Candes, and Yi Ma
              International Symposium on Information Theory (ISIT) 2010.

       Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit
              Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel Candes, and Yi Ma
              International Symposium on Information Theory (ISIT) 2010.

       Compact Projection: Efficient Near-Neighbor Search with Practical Memory Requirements
              Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua and Yi Ma
              IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010.

       RASL: Robust Alignment via Sparse and Low-Rank Decomposition for Linearly Correlated Images
              Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu and Yi Ma
              IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010.

        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 Registration 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.


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