Relations Among Some Low-Rank Subspace Recovery Models

Robust Computation of Linear Models by Convex Relaxation

(2014) Gilad Lerman et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Robust latent low rank representation for subspace clustering

(2014) Hongyang Zhang et al.   NEUROCOMPUTING

Linear time Principal Component Pursuit and its extensions using ℓ1 filtering

(2014) Risheng Liu et al.   NEUROCOMPUTING

A geometric analysis of subspace clustering with outliers

(2013) Mahdi Soltanolkotabi et al.   ANNALS OF STATISTICS

Low rank subspace clustering (LRSC)

(2013) René Vidal et al.   PATTERN RECOGNITION LETTERS

Robust PCA via Outlier Pursuit

(2012) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

TILT: Transform Invariant Low-Rank Textures

(2012) Zhengdong Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Subspace Clustering

(2011) Rene Vidal   IEEE SIGNAL PROCESSING MAGAZINE

Robust Matrix Decomposition With Sparse Corruptions

(2011) Daniel Hsu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Rank-Sparsity Incoherence for Matrix Decomposition

(2011) Venkat Chandrasekaran et al.   SIAM JOURNAL ON OPTIMIZATION

Two proposals for robust PCA using semidefinite programming

(2011) Michael McCoy et al.   Electronic Journal of Statistics

Sparse Representation for Computer Vision and Pattern Recognition

(2010) John Wright et al.   PROCEEDINGS OF THE IEEE

Blendenpik: Supercharging LAPACK's Least-Squares Solver

(2010) Haim Avron et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

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

(2009) S Rao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Unsupervised segmentation of natural images via lossy data compression

(2007) Allen Y. Yang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING