Publications

Patents

  1. Generating a video segment of an action from a video

Timothy Novikoff, Sudheendra Vijayanarasimhan, Arvind Ganesh, Alexis Bienvenu and David Ross

US Patent 10,740,620, August 2020

  1. Generating synthesis videos

Arvind Ganesh, Arun Kandoor and Akhil Raju

US Patent 10,410,060, September 2019

Book Chapters

  1. Face Recognition by Sparse Representation

Arvind Ganesh, Andrew Wagner, Zihan Zhou, Allen Yang, Yi Ma and John Wright

Compressed Sensing: Theory and Applications, Cambridge University Press, 2012


Doctoral Thesis

  1. Applications of Low-Rank Matrix Recovery Methods in Computer Vision

Thesis Advisor: Prof. Yi Ma

Thesis Committee: (Late) Prof. Thomas Huang, Prof. Olgica Milenkovic, Prof. Sean Meyn

Journal Papers

  1. Fast ℓ1-Minimization Algorithms for Robust Face Recognition

Allen Yang, Zihan Zhou, Arvind Ganesh, Shankar Sastry and Yi Ma

IEEE Transactions on Image Processing (TIP), vol. 22, no. 8, August 2013

  1. Compressive principal component pursuit

John Wright, Arvind Ganesh, Kerui Min and Yi Ma

Information and Inference: A Journal of the IMA, vol. 2, no. 1, June 2013

  1. RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu and Yi Ma

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 34, no. 11, November 2012

  1. TILT: Transform Invariant Low-Rank Textures

Zhengdong Zhang, Arvind Ganesh, Xiao Liang and Yi Ma

International Journal of Computer Vision (IJCV), vol. 99, August 2012

  1. Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation

Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Hossein Mobahi and Yi Ma

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 34, no. 2, February 2012

  1. Robust Face Recognition via Sparse Representation

John Wright, Allen Yang, Arvind Ganesh, Shankar Sastry and Yi Ma

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 31, no. 2, February 2009

Conference Papers

  1. Principal Component Pursuit with reduced linear measurements

Arvind Ganesh, Kerui Min, John Wright and Yi Ma

IEEE International Symposium on Information Theory (ISIT) , July 2012

  1. Robust Photometric Stereo via Low-Rank Matrix Completion and Recovery

Lun Wu, Arvind Ganesh, Boxin Shi, Yasuyuki Matsushita, Yongtian Wang and Yi Ma

Asian Conference on Computer Vision (ACCV), November 2010

  1. TILT: Transform Invariant Low-Rank Textures

Zhengdong Zhang, Xiao Liang, Arvind Ganesh and Yi Ma

Asian Conference on Computer Vision (ACCV), November 2010

  1. Fast ℓ1-minimization algorithms and an application in robust face recognition: A review

Allen Yang, Shankar Sastry, Arvind Ganesh and Yi Ma

IEEE International Conference on Image Processing (ICIP) , September 2010

  1. Dense error correction for low-rank matrices via Principal Component Pursuit

Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Candès and Yi Ma

IEEE International Symposium on Information Theory (ISIT) , June 2010

  1. Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization

John Wright, Arvind Ganesh, Shankar Rao, Yigang Peng and Yi Ma

Neural Information Processing Systems (NeurIPS) , December 2009

  1. Fast algorithms for recovering a corrupted low-rank matrix

Arvind Ganesh, Zhouchen Lin, John Wright, Leqin Wu, Minming Chen and Yi Ma

IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) , December 2009

  1. Towards a practical face recognition system: Robust registration and illumination by sparse representation

Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou and Yi Ma

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2009

  1. Separation of a subspace-sparse signal: Algorithms and conditions

Arvind Ganesh, Zihan Zhou and Yi Ma

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2009

  1. 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 International Conference on Automatic Face and Gesture Recognition (FGR), September 2008