Robust Recovery of Subspace Structures by Low-Rank Representation

Robust recovery of multiple subspaces by geometric lp minimization

(2011) Gilad Lerman et al.   ANNALS OF STATISTICS

Saliency Detection by Multitask Sparsity Pursuit

(2011) Congyan Lang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust principal component analysis?

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

Spectral clustering based on local linear approximations

(2011) Ery Arias-Castro et al.   Electronic Journal of Statistics

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

(2010) Shankar R. Rao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Matrix Completion With Noise

(2010) Emmanuel J Candes et al.   PROCEEDINGS OF THE IEEE

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling

(2009) Guangliang Chen et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Robust Recovery of Signals From a Structured Union of Subspaces

(2009) Yonina C. Eldar et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Unsupervised Object Segmentation with a Hybrid Graph Model (HGM)

(2009) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration

(2009) Junfeng Yang et al.   SIAM Journal on Imaging Sciences

Spectral Curvature Clustering (SCC)

(2008) Guangliang Chen et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

(2008) Yi Ma et al.   SIAM REVIEW