Yi Ma

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A Review of Fast `1-Minimization Algorithms for Robust Face Recognition

S. Sastry, A. Yang, Arvind Ganesh, 2010 .

Yi Ma, E. Candès, Xiaodong Li, 2009, JACM.

An algebraic geometric approach to the identification of a class of linear hybrid systems

S. Sastry, Yi Ma, R. Vidal, 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

Identification of hybrid linear time-invariant systems via subspace embedding and segmentation (SES)

Yi Ma, Kun Huang, Andrew Wagner, 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization

Yi Ma, I. Tsang, Shenghua Gao, 2014, IEEE Transactions on Image Processing.

Fast algorithms for recovering a corrupted low-rank matrix

Arvind Ganesh, Yi Ma, John Wright, 2009, 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix

Arvind Ganesh, Yi Ma, John Wright, 2009 .

Robust and Practical Face Recognition via Structured Sparsity

Yi Ma, Tsung-Han Chan, Kui Jia, 2012, ECCV.

Robust Face Recognition via Sparse Representation

Allen Y. Yang, S. Shankar Sastry, John Wright, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Robust Separation of Reflection from Multiple Images

Xiaochun Cao, Yi Ma, Xiaojie Guo, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Image super-resolution as sparse representation of raw image patches

Thomas S. Huang, John Wright, Yi Ma, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Robust Photometric Stereo via Low-Rank Matrix Completion and Recovery

Yongtian Wang, Yasuyuki Matsushita, Yi Ma, 2010, ACCV.

c ○ 2000 Kluwer Academic Publishers. Manufactured in The Netherlands. Linear Differential Algorithm for Motion Recovery: A Geometric Approach

S. Shankar Sastry, Jana Kosecka, Yi Ma, 2022 .

Euclidean Structure and Motion From Image Sequences

S. Sastry, Yi Ma, K. Rintala, 1998 .

A new GPCA algorithm for clustering subspaces by fitting, differentiating and dividing polynomials

Yi Ma, R. Vidal, J. Piazzi, 2004, CVPR 2004.

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

Xiaodong Li, Emmanuel J. Candès, John Wright, 2010, 2010 IEEE International Symposium on Information Theory.

Gaussian Smoothing and Asymptotic Convexity

Yi Ma, H. Mobahi, 2012 .

Seeing through the blur

Hossein Mobahi, Yi Ma, C. Lawrence Zitnick, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

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

Hossein Mobahi, Zihan Zhou, John Wright, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image

Allen Y. Yang, Kun Huang, Yi Ma, 2004, International Journal of Computer Vision.

Rank Deficienc y Condition of the Multiple View Matrix for Mixed Point and Line Features

Yi Ma, Kun Huang, Jana Koseck, 2002 .

Unsupervised segmentation of natural images via lossy data compression

Allen Y. Yang, S. Shankar Sastry, John Wright, 2008, Comput. Vis. Image Underst..

On the Role of Sparse and Redundant Representations in Image Processing

Michael Elad, Yi Ma, Mário A. T. Figueiredo, 2010, Proceedings of the IEEE.

A Review of Fast L(1)-Minimization Algorithms for Robust Face Recognition

Allen Y. Yang, Zihan Zhou, S. Shankar Sastry, 2010 .

Lecture Notes 2. an Invitation to 3-d Vision: from Images to Models (in Preparation) Image Formation Background

S. Sastry, Yi Ma, Stefano Soatto, 2022 .

Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction

John Wright, Yi Ma, Shankar R. Rao, 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

Image Super-Resolution Via Sparse Representation

Thomas S. Huang, John Wright, Yi Ma, 2010, IEEE Transactions on Image Processing.

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

John Wright, Yi Ma, Arvind Ganesh, 2009, NIPS.

RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images

John Wright, Yi Ma, Wenli Xu, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices pdf

Yi Ma, Zhouchen Lin, Minming Chen, 2010, Journal of structural biology.

Decomposing background topics from keywords by principal component pursuit

John Wright, Yi Ma, Zhengdong Zhang, 2010, CIKM.

Stable Principal Component Pursuit

Xiaodong Li, Zihan Zhou, Emmanuel J. Candès, 2010, 2010 IEEE International Symposium on Information Theory.

Camera calibration with lens distortion from low-rank textures

Yasuyuki Matsushita, Yi Ma, Zhengdong Zhang, 2011, CVPR 2011.

Generalized principal component analysis (GPCA)

S. Shankar Sastry, René Vidal, Yi Ma, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Minimum effective dimension for mixtures of subspaces: a robust GPCA algorithm and its applications

Yi Ma, R. Vidal, Kun Huang, 2004, CVPR 2004.

Vision guided navigation for a nonholonomic mobile robot

S. Shankar Sastry, Jana Kosecka, Yi Ma, 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

Applications of Sparse Representation and Compressive Sensing

Michael Elad, Emmanuel J. Candès, Richard G. Baraniuk, 2010, Proc. IEEE.

Rank Conditions of the Multiple View Matrix in Multiple View Geometry

S. Shankar Sastry, René Vidal, Yi Ma, 2001 .

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

Allen Y. Yang, S. Shankar Sastry, Yi Ma, 2010, 2010 IEEE International Conference on Image Processing.

Free flight in 2000: games on Lie groups

S. Shankar Sastry, Claire J. Tomlin, Yi Ma, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

A Review of Fast l1-Minimization Algorithms for Robust Face Recognition pdf

Allen Y. Yang, S. Shankar Sastry, Zihan Zhou, 2010, ArXiv.

Robust principal component analysis?: Recovering low-rank matrices from sparse errors

Yi Ma, E. Candès, Xiaodong Li, 2010, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop.

Geometric Principles of Multiple Visual Sensors

Yi Ma, Kun Huang, P. R. Kumar, 2004 .

Image Restoration via Bayesian Structured Sparse Coding : Where Structured Sparsity Meets Gaussian Scale Mixture

Yi Ma, W. Dong, Guangming Shi, 2014 .

Algebraic-Geometric Methods

S. Sastry, Yi Ma, R. Vidal, 2016 .

Title Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views Permalink

Allen Y. Yang, S. Shankar Sastry, Yi Ma, 2010 .

Improving Subspace Segmentation with the Rayleigh Quotient

Shankar R. Rao, A. Yang, Yi Ma, 2005 .

Additional Key Words and Phrases: Principal components, robustness vis-a-vis outliers, nuclear-norm mini- mization, 1-norm minimization, duality, low-rank matrices, sparsity, video surveillance

Yi Ma, Xiaodong Li, John Wright, 2011 .

Compressive principal component pursuit

Yi Ma, Arvind Ganesh, John Wright, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

Holistic Video Stitching for Street Panorama

Zihan Zhou, Yi Ma, Kerui Min, 2012 .

A Diierential Geometric Approach to Multi-view Geometry in Computer Vision and Its Applications in Control Qualifying Examination Proposal

Yi Ma, 2004 .

Euclidean Reconstruction and Reprojection Up to Subgroups

S. Sastry, Yi Ma, Stefano Soatto, 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

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

Zihan Zhou, John Wright, Yi Ma, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

An Invitation to 3-D Vision

S. Shankar Sastry, Stefano Soatto, Yi Ma, 2004 .

A Diierential Geometric Approach to Camera Self-calibration

S. Sastry, Yi Ma, J. Ko, 2007 .

Classification of rank conditions for multiple views of dynamical scenes

Yi Ma, Kun Huang, Yang Yang, 2007 .

Face recognition by sparse representation

Allen Y. Yang, Zihan Zhou, Yi Ma, 2012, Compressed Sensing.

Dimensionality Reduction via Subspace and Submanifold Learning

Guillermo Sapiro, René Vidal, Partha Niyogi, 2011 .

Identification of Deterministic Hybrid ARX Systems via the Identification of Algebraic Varieties ?

Yi Ma, R. Vidal, 2004 .

Generalized principal component analysis (GPCA)

S. Sastry, Yi Ma, R. Vidal, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

New Rank Deficiency Condition for Multiple View Geometry of Point Features

S. Shankar Sastry, René Vidal, Yi Ma, 2001 .

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

Yi Ma, W. Dong, Guangming Shi, 2015, International Journal of Computer Vision.

Sparse Representation for Computer Vision and Pattern Recognition

Guillermo Sapiro, Shuicheng Yan, Thomas S. Huang, 2010, Proceedings of the IEEE.

Sparse Representation forComputerVision and Pattern Recognition A relatively small sample of computer vision and pattern recognition information in applications such as face recognition is often sufficient to reveal the meaning the user desires.

Guillermo Sapiro, Shuicheng Yan, Thomas S. Huang, 2010 .

Learning and Meshing From Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching

Yi Ma, Kui Jia, Jiabao Lei, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fast L1-Minimization Algorithms For Robust Face Recognition

Allen Y. Yang, S. Shankar Sastry, Zihan Zhou, 2010, 1007.3753.

Compressive principal component pursuit

John Wright, Yi Ma, Arvind Ganesh, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

A non-negative sparse promoting algorithm for high resolution hyperspectral imaging

Yi Ma, Wing-Kin Ma, Tsung-Han Chan, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multiscale Hybrid Linear Models for Lossy Image Representation

Kun Huang, John Wright, Yi Ma, 2006, IEEE Transactions on Image Processing.

Structured Attentions for Visual Question Answering

Kewei Tu, Chen Zhu, Yi Ma, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Robust Face Recognition by Constrained Part-based Alignment pdf

Yuting Zhang, Gang Pan, Yi Ma, 2015, ArXiv.

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features

Jinhui Tang, Shenghua Gao, Liansheng Zhuang, 2014, IEEE Transactions on Image Processing.

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images

Gang Wang, Shenghua Gao, Yi Ma, 2014, International Journal of Computer Vision.

Compressive Sensing via Nonlocal Low-Rank Regularization

Guangming Shi, Xin Li, Yi Ma, 2014, IEEE Transactions on Image Processing.

Repairing Sparse Low-Rank Texture

Yi Ma, Xiang Ren, Zhengdong Zhang, 2012, ECCV.

TILT: Transform Invariant Low-Rank Textures

Yi Ma, Arvind Ganesh, Zhengdong Zhang, 2010, ACCV 2010.

Face recovery in conference video streaming using robust principal component analysis

Yi Ma, Gene Cheung, Wai-tian Tan, 2011, 2011 18th IEEE International Conference on Image Processing.

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

John Wright, Yi Ma, Arvind Ganesh, 2009, NIPS.

Generalized principal component analysis (GPCA)

S. Shankar Sastry, René Vidal, Yi Ma, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Reconstruction of 3-D Symmetric Curves from Perspective Images without Discrete Features

Yizhou Yu, Yi Ma, Wei Hong, 2004, ECCV.

Generalized Principal Component Analysis

S. Shankar Sastry, René Vidal, Yi Ma, 2016, Interdisciplinary applied mathematics.

Natural Image Segmentation with Adaptive Texture and Boundary Encoding

Hossein Mobahi, Allen Y. Yang, S. Shankar Sastry, 2009, ACCV.

Data-driven image completion by image patch subspaces

Hossein Mobahi, Yi Ma, Shankar R. Rao, 2009, 2009 Picture Coding Symposium.

Single-Image Crowd Counting via Multi-Column Convolutional Neural Network

Shenghua Gao, Desen Zhou, Yingying Zhang, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Arvind Ganesh, Zihan Zhou, Yi Ma, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Large-baseline matching and reconstruction from symmetry cells

Allen Y. Yang, Kun Huang, Yi Ma, 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

Optimal motion estimation from multiview normalized epipolar constraint

Yi Ma, R. Vidal, S. Sastry, 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

Optimization Criteria and Geometric Algorithms for Motion and Structure Estimation

S. Shankar Sastry, Jana Kosecka, Yi Ma, 2001, International Journal of Computer Vision.

Unwrapping low-rank textures on generalized cylindrical surfaces

Yi Ma, Zhengdong Zhang, Xiao Liang, 2011, 2011 International Conference on Computer Vision.

Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data

Dorin Comaniciu, Yi Ma, Wei Hong, 2006, ECCV.

Recognition of human gaits

Stefano Soatto, Alessandro Chiuso, Yi Ma, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

Guangming Shi, Xin Li, Yi Ma, 2015, International Journal of Computer Vision.

Learning to Parse Wireframes in Images of Man-Made Environments

Kun Huang, Zihan Zhou, Shenghua Gao, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data

Allen Y. Yang, Yi Ma, Harm Derksen, 2008, SIAM Rev..

PCANet: A Simple Deep Learning Baseline for Image Classification?

Jiwen Lu, Shenghua Gao, Tsung-Han Chan, 2014, IEEE Transactions on Image Processing.

Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories

René Vidal, Yi Ma, Roberto Tron, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories

René Vidal, Yi Ma, Roberto Tron, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

A lie theoretic approach to structure and motion in computer vision 1

Jana Kosecka, Yi Ma, Shankar Sastry, 1999 .

Camera Self-Calibration: Geometry and Algorithms

S. Shankar Sastry, René Vidal, Jana Kosecka, 1999 .

Sparse representation of images with hybrid linear models

Allen Y. Yang, Kun Huang, Yi Ma, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Minimum effective dimension for mixtures of subspaces: a robust GPCA algorithm and its applications

Kun Huang, René Vidal, Yi Ma, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation

René Vidal, Yi Ma, Yi Ma, 2004, ECCV.

Geometric segmentation of perspective images based on symmetry groups

Allen Y. Yang, Kun Huang, Yi Ma, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Multiple view motion estimation and control for landing an unmanned aerial vehicle

S. Shankar Sastry, René Vidal, Yi Ma, 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

Segmentation of Multivariate Mixed Data via Lossy Data Coding and Compression

John Wright, Yi Ma, Wei Hong, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

LANDING AN UNMANNED AIR VEHICLE: VISION BASED MOTION ESTIMATION AND NONLINEAR CONTROL

S. Shankar Sastry, O. Shakernia, Yi Ma, 1999 .

Demo: Robust face recognition via sparse representation

Zihan Zhou, John Wright, Yi Ma, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

Symmetry-based 3-D reconstruction from perspective images

Allen Y. Yang, Kun Huang, Yi Ma, 2005, Comput. Vis. Image Underst..

Partial Occlusion Handling for Visual Tracking via Robust Part Matching

Changsheng Xu, Narendra Ahuja, Tianzhu Zhang, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Rank Conditions on the Multiple-View Matrix

S. Shankar Sastry, Kun Huang, René Vidal, 2004, International Journal of Computer Vision.

Generalized Rank Conditions in Multiple View Geometry with Applications to Dynamical Scenes

Kun Huang, Yi Ma, Robert M. Fossum, 2002, ECCV.

Label Information Guided Graph Construction for Semi-Supervised Learning

Zihan Zhou, Shenghua Gao, Liansheng Zhuang, 2017, IEEE Transactions on Image Processing.

Spectral–Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising

Jon Atli Benediktsson, Shutao Li, Yi Ma, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Image tag refinement towards low-rank, content-tag prior and error sparsity

Shuicheng Yan, Yi Ma, Guangyu Zhu, 2010, ACM Multimedia.

Unsupervised Feature Learning for RGB-D Image Classification

D. T. Lee, I-Hong Jhuo, Shenghua Gao, 2014, ACCV.

Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment

Allen Y. Yang, S. Shankar Sastry, Liansheng Zhuang, 2014, International Journal of Computer Vision.

Face hallucination VIA sparse coding

Thomas S. Huang, Yi Ma, Hao Tang, 2008, 2008 15th IEEE International Conference on Image Processing.

Robust Plane-Based Calibration of Multiple Non-Overlapping Cameras

Chen Zhu, Zihan Zhou, Yi Ma, 2016, 2016 Fourth International Conference on 3D Vision (3DV).

Segmentation of a piece-wise planar scene from perspective images

Allen Y. Yang, Yi Ma, Shankar R. Rao, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Introduction to the Special Section on Real-World Face Recognition

Gang Hua, David J. Kriegman, Thomas S. Huang, 2011, IEEE Trans. Pattern Anal. Mach. Intell..

Dense Error Correction via L1-Minimization pdf

John Wright, Yi Ma, Yi Ma, 2008, 0809.0199.

Feature Selection in Face Recognition: A Sparse Representation Perspective

Allen Y. Yang, S. Shankar Sastry, John Wright, 2007 .

Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views

Allen Y. Yang, S. Shankar Sastry, Yi Ma, 2010, International Journal of Computer Vision.

Blind Image Deblurring Using Spectral Properties of Convolution Operators

Guangcan Liu, Yi Ma, Shiyu Chang, 2014, IEEE Transactions on Image Processing.

Motion Recovery from Image Sequences: Discrete Viewpoint vs. Differential Viewpoint

S. Shankar Sastry, Jana Kosecka, Yi Ma, 1998, ECCV.

Fast L1-Minimization Algorithms For Robust Face Recognition

Allen Y. Yang, Zihan Zhou, Shankar Sastry, 2010 .

A Survey of Geometric Vision

Kun Huang, Yi Ma, Yi Ma, 2004 .

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition

Shenghua Gao, Liansheng Zhuang, Yi Ma, 2014, International Journal of Computer Vision.

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation

René Vidal, Yi Ma, Yi Ma, 2006, Journal of Mathematical Imaging and Vision.

Separation of a subspace-sparse signal: Algorithms and conditions

Zihan Zhou, Yi Ma, Arvind Ganesh, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising

Guangming Shi, Xin Li, Tao Huang, 2018, IEEE Journal of Selected Topics in Signal Processing.

Learning by Associating Ambiguously Labeled Images

Dong Xu, Shenghua Gao, Yi Ma, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Blind Image Deblurring by Spectral Properties of Convolution Operators pdf

Guangcan Liu, Yi Ma, Yi Ma, 2012, ArXiv.

A new calibration technique for multi-camera systems of limited overlapping field-of-views

Yi Ma, Jingyi Yu, Ziran Xing, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Dense Error Correction Via $\ell^1$-Minimization

John Wright, Yi Ma, Yi Ma, 2010, IEEE Transactions on Information Theory.

Image restoration via Bayesian structured sparse coding

Guangming Shi, Xin Li, Yi Ma, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Locality-preserving low-rank representation for graph construction from nonlinear manifolds

Nenghai Yu, Allen Y. Yang, Liansheng Zhuang, 2016, Neurocomputing.

Minimum sum of distances estimator: Robustness and stability

Yoav Sharon, John Wright, Yi Ma, 2009, 2009 American Control Conference.

Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices

Shankar R. Rao, Arvind Ganesh, Yi Ma, 2009, ArXiv.

Sparsity and Robustness in Face Recognition pdf

Allen Y. Yang, Zihan Zhou, John Wright, 2011, ArXiv.

A Differential Geometric Approach to Multiple View Geometry in Spaces of Constant Curvature

Yi Ma, 2004, International Journal of Computer Vision.

Holistic 3D reconstruction of urban structures from low-rank textures

Hossein Mobahi, Allen Y. Yang, Zihan Zhou, 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

Structure and pose from single images of symmetric objects with applications to robot navigation

Allen Y. Yang, Yi Ma, Wei Hong, 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

Symmetry-based photo editing

Kun Huang, Yi Ma, Wei Hong, 2003, First IEEE International Workshop on Higher-Level Knowledge in 3D Modeling and Motion Analysis, 2003. HLK 2003..

Automatic Extraction of Moving Objects from Image and LIDAR Sequences

Dongdong Chen, Yi Ma, Heesoo Myeong, 2014, 2014 2nd International Conference on 3D Vision.

Towards a robust face recognition system using compressive sensing

Allen Y. Yang, S. Shankar Sastry, Zihan Zhou, 2010, INTERSPEECH.

Robust Face Recognition via Sparse Representation

A. Yang, Arvind Ganesh, Yi Ma, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Segmentation of hybrid motions via hybrid quadratic surface analysis

Allen Y. Yang, Yi Ma, Shankar R. Rao, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties

René Vidal, Yi Ma, Yi Ma, 2005, HSCC.

Robust Face Recognition via Sparse Representation

A. Yang, Arvind Ganesh, Yi Ma, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fast ℓ1-minimization and parallelization for face recognition

Allen Y. Yang, S. Shankar Sastry, Yi Ma, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Parallelization of Fast 1-Minimization for Face Recognition

Allen Y. Yang, Yi Ma, Victor Shia, 2011 .

Fast L1-Minimization Algorithms For Robust Face Recognition

S. Sastry, A. Yang, Arvind Ganesh, 2010 .

Image Super-Resolution Via Sparse Representation

Thomas S. Huang, Yi Ma, John Wright, 2010, IEEE Transactions on Image Processing.

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features

Yi Ma, Shenghua Gao, Zhouchen Lin, 2014, IEEE Transactions on Image Processing.

Plane-Based Content Preserving Warps for Video Stabilization

Zihan Zhou, Yi Ma, Hailin Jin, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Distributed Video Coding using Compressive Sampling

Thomas S. Huang, Yi Ma, Josep Prades-Nebot, 2009, 2009 Picture Coding Symposium.

Unsupervised segmentation of natural images via lossy data compression

A. Yang, Yi Ma, John Wright, 2008, Comput. Vis. Image Underst..

Dense error correction via l1-minimization

Yi Ma, John Wright, 2008, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Automatic Layer Separation using Light Field Imaging pdf

Qiaosong Wang, Yi Ma, Sing Bing Kang, 2015, ArXiv.

Segmentation of multivariate mixed data via lossy coding and compression

John Wright, Yi Ma, Wei Hong, 2007, Electronic Imaging.

Face recognition with contiguous occlusion using markov random fields

Hossein Mobahi, Zihan Zhou, John Wright, 2009, 2009 IEEE 12th International Conference on Computer Vision.