Yi Ma

According to our database1, Yi Ma authored at least 122 papers between 1998 and 2018.

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Bibliography

2018
Learning to Parse Wireframes in Images of Man-Made Environments.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Label Information Guided Graph Construction for Semi-Supervised Learning.
IEEE Trans. Image Processing, 2017

2016
Texture Repairing by Unified Low Rank Optimization.
J. Comput. Sci. Technol., 2016

Locality-preserving low-rank representation for graph construction from nonlinear manifolds.
Neurocomputing, 2016

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.
International Journal of Computer Vision, 2016

Robust Plane-Based Calibration of Multiple Non-Overlapping Cameras.
Proceedings of the Fourth International Conference on 3D Vision, 2016

Generalized Principal Component Analysis.
Interdisciplinary applied mathematics 40, Springer, ISBN: 978-0-387-87810-2, 2016

2015
Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features.
IEEE Trans. Image Processing, 2015

PCANet: A Simple Deep Learning Baseline for Image Classification?
IEEE Trans. Image Processing, 2015

Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment.
International Journal of Computer Vision, 2015

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition.
International Journal of Computer Vision, 2015

Robust Face Recognition by Constrained Part-based Alignment.
CoRR, 2015

2014
Transform invariant text extraction.
The Visual Computer, 2014

MMSE Design of Time and Color Multiplexing Codes.
IEEE Trans. Signal Processing, 2014

Robust Subspace Discovery via Relaxed Rank Minimization.
Neural Computation, 2014

Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features.
CoRR, 2014

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.
CoRR, 2014

Unsupervised Feature Learning for RGB-D Image Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Fast 퓁 1 -Minimization Algorithms for Robust Face Recognition.
IEEE Trans. Image Processing, 2013

Robust Recovery of Subspace Structures by Low-Rank Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Rectification of Optical Characters as Transform Invariant Low-Rank Textures.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A non-negative sparse promoting algorithm for high resolution hyperspectral imaging.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint topic-document modeling via low-dimensional sparse models.
Proceedings of the IEEE International Conference on Acoustics, 2013

Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Plane-Based Content Preserving Warps for Video Stabilization.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Learning by Associating Ambiguously Labeled Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

TILT: Transform Invariant Low-Rank Textures.
International Journal of Computer Vision, 2012

Compressive principal component pursuit.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Principal Component Pursuit with reduced linear measurements.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Repairing Sparse Low-Rank Texture.
Proceedings of the Computer Vision - ECCV 2012, 2012

Robust and Practical Face Recognition via Structured Sparsity.
Proceedings of the Computer Vision - ECCV 2012, 2012

Towards Optimal Design of Time and Color Multiplexing Codes.
Proceedings of the Computer Vision - ECCV 2012, 2012

Non-negative low rank and sparse graph for semi-supervised learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Robust plane-based structure from motion.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Seeing through the blur.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery.
Proceedings of the Computer Vision - ACCV 2012, 2012

Face recognition by sparse representation.
Proceedings of the Compressed Sensing, 2012

2011
Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors].
IEEE Signal Process. Mag., 2011

Introduction to the Special Section on Real-World Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Robust principal component analysis?
J. ACM, 2011

Segmentation of Natural Images by Texture and Boundary Compression.
International Journal of Computer Vision, 2011

Sparsity and Robustness in Face Recognition
CoRR, 2011

Holistic 3D reconstruction of urban structures from low-rank textures.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Unwrapping low-rank textures on generalized cylindrical surfaces.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Camera calibration with lens distortion from low-rank textures.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Fast ℓ1-minimization and parallelization for face recognition.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Dense error correction via l1-minimization.
IEEE Trans. Information Theory, 2010

Image Super-Resolution Via Sparse Representation.
IEEE Trans. Image Processing, 2010

Sparse Representation for Computer Vision and Pattern Recognition.
Proceedings of the IEEE, 2010

Applications of Sparse Representation and Compressive Sensing.
Proceedings of the IEEE, 2010

Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views.
International Journal of Computer Vision, 2010

A Review of Fast l1-Minimization Algorithms for Robust Face Recognition
CoRR, 2010

The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices.
CoRR, 2010

Image tag refinement towards low-rank, content-tag prior and error sparsity.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Stable Principal Component Pursuit.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Dense error correction for low-rank matrices via Principal Component Pursuit.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Towards a robust face recognition system using compressive sensing.
Proceedings of the INTERSPEECH 2010, 2010

Fast l1-minimization algorithms and an application in robust face recognition: A review.
Proceedings of the International Conference on Image Processing, 2010

Compact projection: Simple and efficient near neighbor search with practical memory requirements.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Decomposing background topics from keywords by principal component pursuit.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Robust Photometric Stereo via Low-Rank Matrix Completion and Recovery.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Classification via Minimum Incremental Coding Length.
SIAM J. Imaging Sciences, 2009

Robust Face Recognition via Sparse Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Distributed Video Coding using Compressive Sampling.
Proceedings of the 2009 Picture Coding Symposium, 2009

Data-driven image completion by image patch subspaces.
Proceedings of the 2009 Picture Coding Symposium, 2009

Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Face recognition with contiguous occlusion using markov random fields.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Dense error correction via l1-minimization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Separation of a subspace-sparse signal: Algorithms and conditions.
Proceedings of the IEEE International Conference on Acoustics, 2009

Towards a practical face recognition system: Robust registration and illumination by sparse representation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Natural Image Segmentation with Adaptive Texture and Boundary Encoding.
Proceedings of the Computer Vision, 2009

Learning Topology of Curves with Application to Clustering.
Proceedings of the Manifold Learning and Its Applications, 2009

2008
Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data.
SIAM Review, 2008

Unsupervised segmentation of natural images via lossy data compression.
Comput. Vis. Image Underst., 2008

Face hallucination VIA sparse coding.
Proceedings of the International Conference on Image Processing, 2008

Nearest-Subspace Patch Matching for face recognition under varying pose and illumination.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Demo: Robust face recognition via sparse representation.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Image super-resolution as sparse representation of raw image patches.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Segmentation of Multivariate Mixed Data via Lossy Data Coding and Compression.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

The algebra and statistics of generalized principal component analysis.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Segmentation of multivariate mixed data via lossy coding and compression.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Classification via Minimum Incremental Coding Length (MICL).
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006
Multiscale Hybrid Linear Models for Lossy Image Representation.
IEEE Trans. Image Processing, 2006

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation.
Journal of Mathematical Imaging and Vision, 2006

Two-View Multibody Structure from Motion.
International Journal of Computer Vision, 2006

Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data.
Proceedings of the Computer Vision, 2006

Robust Statistical Estimation and Segmentation of Multiple Subspaces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Symmetry-based photo-editing.
Pattern Recognit., 2005

Generalized Principal Component Analysis (GPCA).
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Symmetry-based 3-D reconstruction from perspective images.
Comput. Vis. Image Underst., 2005

Segmentation of Hybrid Motions via Hybrid Quadratic Surface Analysis.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A Multi-Scale Hybrid Linear Model for Lossy Image Representation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties.
Proceedings of the Hybrid Systems: Computation and Control, 8th International Workshop, 2005

Segmentation of a Piece-Wise Planar Scene from Perspective Images.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Rank Conditions on the Multiple-View Matrix.
International Journal of Computer Vision, 2004

On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image.
International Journal of Computer Vision, 2004

Multiple-view geometry for image-based modeling.
Proceedings of the 31. International Conference on Computer Graphics and Interactive Techniques, 2004

Large-baseline Matching and Reconstruction from Symmetry Cells.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Sparse representation of images with hybrid linear models.
Proceedings of the 2004 International Conference on Image Processing, 2004

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation.
Proceedings of the Computer Vision, 2004

Reconstruction of 3-D Symmetric Curves from Perspective Images without Discrete Features.
Proceedings of the Computer Vision, 2004

A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Structure and pose from single images of symmetric objects with applications to robot navigation.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Geometric Segmentation of Perspective Images Based on Symmetry Groups.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

On Exploiting Occlusions in Multiple-view Geometry.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
Multiple View Motion Estimation and Control for Landing an Unmanned Aerial Vehicle.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Generalized Rank Conditions in Multiple View Geometry with Applications to Dynamical Scenes.
Proceedings of the Computer Vision, 2002

2001
Optimization Criteria and Geometric Algorithms for Motion and Structure Estimation.
International Journal of Computer Vision, 2001

Optimal Motion Estimation from Multiview Normalized Epipolar Constraint.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Recognition of Human Gaits.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Euclidean Reconstruction and Reprojection Up to Subgroups.
International Journal of Computer Vision, 2000

Linear Differential Algorithm for Motion Recovery: A Geometric Approach.
International Journal of Computer Vision, 2000

Kruppa Equation Revisited: Its Renormalization and Degeneracy.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

1999
Vision guided navigation for a nonholonomic mobile robot.
IEEE Trans. Robotics and Automation, 1999

Optimization Criteria, Sensitivity and Robustness of Motion and Structure Estimation.
Proceedings of the Vision Algorithms: Theory and Practice, 1999

1998
Motion Recovery from Image Sequences: Discrete Viewpoint vs. Differential Viewpoint.
Proceedings of the Computer Vision, 1998


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