On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization

Convex Sparse Spectral Clustering: Single-View to Multi-View

(2016) Canyi Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Iteration Complexity Analysis of Multi-block ADMM for a Family of Convex Minimization Without Strong Convexity

(2016) Tianyi Lin et al.   JOURNAL OF SCIENTIFIC COMPUTING

Constrained Multi-View Video Face Clustering

(2015) Xiaochun Cao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction

(2015) Yong Luo et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multi-View Intact Space Learning

(2015) Chang Xu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tensor-Based Formulation and Nuclear Norm Regularization for Multienergy Computed Tomography

(2014) Oguz Semerci et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Large-Margin Multi-ViewInformation Bottleneck

(2014) Chang Xu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Pairwise Rotation Invariant Co-Occurrence Local Binary Pattern

(2014) Xianbiao Qi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Robust Recovery of Subspace Structures by Low-Rank Representation

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

Tensor Completion for Estimating Missing Values in Visual Data

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

CENTRIST: A Visual Descriptor for Scene Categorization

(2010) Jianxin Wu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Factorization strategies for third-order tensors

(2010) Misha E. Kilmer et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

A Singular Value Thresholding Algorithm for Matrix Completion

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

Character Identification in Feature-Length Films Using Global Face-Name Matching

(2009) Yi-Fan Zhang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW