Kernel two-dimensional ridge regression for subspace clustering

Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI

(2020) Yipeng Liu et al.   PATTERN RECOGNITION

Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix

(2020) Yongyong Chen et al.   PATTERN RECOGNITION

Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data

(2020) Chong Peng et al.   IEEE Transactions on Neural Networks and Learning Systems

Sparse subspace clustering via Low-Rank structure propagation

(2019) Yao Sui et al.   PATTERN RECOGNITION

Multi-view low-rank sparse subspace clustering

(2018) Maria Brbić et al.   PATTERN RECOGNITION

Structured Sparse Subspace Clustering with Within-Cluster Grouping

(2018) Huazhu Chen et al.   PATTERN RECOGNITION

Integrating feature and graph learning with low-rank representation

(2017) Chong Peng et al.   NEUROCOMPUTING

Laplacian Regularized Low-Rank Representation and Its Applications

(2016) Ming Yin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Kernel Low-Rank Representation

(2016) Shijie Xiao et al.   IEEE Transactions on Neural Networks and Learning Systems

Tensor LRR and Sparse Coding-Based Subspace Clustering

(2016) Yifan Fu et al.   IEEE Transactions on Neural Networks and Learning Systems

Nuclear Norm-Based 2-DPCA for Extracting Features From Images

(2015) Fanlong Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Enhancing Low-Rank Subspace Clustering by Manifold Regularization

(2014) Junmin Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse Subspace Clustering: Algorithm, Theory, and Applications

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

Robust Recovery of Subspace Structures by Low-Rank Representation

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

Subspace Clustering

(2011) Rene Vidal   IEEE SIGNAL PROCESSING MAGAZINE

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

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

Tensor Decompositions and Applications

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

Noise Removal From Hyperspectral Images by Multidimensional Filtering

(2008) D. Letexier et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

(2008) Yi Ma et al.   SIAM REVIEW