Robust Recovery of Subspace Structures by Low-Rank Representation

14 October 2010

Yong Yu

Papers citing "Robust Recovery of Subspace Structures by Low-Rank Representation"

50 / 204 papers shown

Title
Object Classification with Joint Projection and Low-rank Dictionary Learning H. Foroughi Nilanjan Ray Hong Zhang 30 37 0 05 Dec 2016
Robust Hashing for Multi-View Data: Jointly Learning Low-Rank Kernelized Similarity Consensus and Hash Functions Lin Wu Yang Wang 21 45 0 17 Nov 2016
On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization Yuan Xie Dacheng Tao Wensheng Zhang Lei Zhang Yan Liu Yanyun Qu 35 364 0 23 Oct 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 42 201 0 17 Oct 2016
Subspace clustering based on low rank representation and weighted nuclear norm minimization Yu Song Yiquan Wu 21 2 0 12 Oct 2016
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering Xiao Fu Kejun Huang Bo Yang Wing-Kin Ma N. Sidiropoulos 21 102 0 15 Aug 2016
Low-Rank Matrices on Graphs: Generalized Recovery & Applications N. Shahid Nathanael Perraudin P. Vandergheynst 54 1 0 18 May 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 46 242 0 09 May 2016
Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity Sohil Shah Tom Goldstein Christoph Studer 50 4 0 06 May 2016
SSSC-AM: A Unified Framework for Video Co-Segmentation by Structured Sparse Subspace Clustering with Appearance and Motion Features Junlin Yao Frank Nielsen 21 2 0 14 Mar 2016
Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification Qingshan Liu Yubao Sun Cantian Wang Tongliang Liu Dacheng Tao 44 71 0 03 Mar 2016
Kernelized LRR on Grassmann Manifolds for Subspace Clustering Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 27 4 0 09 Jan 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds Ming Yin Yi Guo Junbin Gao Zhaoshui He Shengli Xie 31 105 0 04 Jan 2016
Fast Low-Rank Matrix Learning with Nonconvex Regularization Quanming Yao James T. Kwok Leon Wenliang Zhong 19 45 0 03 Dec 2015
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 54 52 0 02 Dec 2015
Convex Sparse Spectral Clustering: Single-view to Multi-view Canyi Lu Shuicheng Yan Zhouchen Lin 56 163 0 21 Nov 2015
Robust PCA via Nonconvex Rank Approximation Zhao Kang Chong Peng Q. Cheng 37 161 0 17 Nov 2015
Separation Surfaces in the Spectral TV Domain for Texture Decomposition D. Horesh Guy Gilboa MDE 35 19 0 15 Nov 2015
Robust Subspace Clustering via Tighter Rank Approximation Zhao Kang Chong Peng Q. Cheng 36 22 0 30 Oct 2015
Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm Canyi Lu Jinhui Tang Shuicheng Yan Zhouchen Lin 22 296 0 23 Oct 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 25 615 0 15 Sep 2015
Fast Randomized Singular Value Thresholding for Low-rank Optimization Tae-Hyun Oh Y. Matsushita Yu-Wing Tai In So Kweon 24 57 0 01 Sep 2015
Robust Subspace Clustering via Smoothed Rank Approximation Zhao Kang Chong Peng Q. Cheng 46 47 0 18 Aug 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 29 109 0 29 Jul 2015
Spectral Collaborative Representation based Classification for Hand Gestures recognition on Electromyography Signals Ali Boyali 23 54 0 26 Jun 2015
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 35 57 0 21 May 2015
Low Rank Representation on Grassmann Manifolds: An Extrinsic Perspective Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 39 58 0 08 Apr 2015
Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient Mingkui Tan Shijie Xiao Junbin Gao Dong Xu Anton Van Den Hengel Javen Qinfeng Shi 26 1 0 10 Mar 2015
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification S. Bahrampour Nasser M. Nasrabadi A. Ray Kenneth W. Jenkins 46 14 0 10 Feb 2015
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints Xiaoxia Sun Nasser M. Nasrabadi T. Tran 40 62 0 03 Feb 2015
Correlation Adaptive Subspace Segmentation by Trace Lasso Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 30 201 0 18 Jan 2015
Generalized Singular Value Thresholding Canyi Lu Changbo Zhu Chunyan Xu Shuicheng Yan Zhouchen Lin 40 204 0 06 Dec 2014
Relations among Some Low Rank Subspace Recovery Models Hongyang R. Zhang Zhouchen Lin Chao Zhang Junbin Gao 38 29 0 06 Dec 2014
Greedy Subspace Clustering Dohyung Park Constantine Caramanis Sujay Sanghavi 26 99 0 31 Oct 2014
Temporally Coherent Bayesian Models for Entity Discovery in Videos by Tracklet Clustering Adway Mitra Soma Biswas Chiranjib Bhattacharyya 56 1 0 22 Sep 2014
Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations Fanhua Shang Yuanyuan Liu Hanghang Tong James Cheng Hong Cheng 27 3 0 03 Sep 2014
Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features Liansheng Zhuang Shenghua Gao Jinhui Tang Jingjing Wang Zhouchen Lin Yi-An Ma GNN 23 95 0 03 Sep 2014
Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints Bo Xin David Wipf 41 15 0 10 Jun 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization Canyi Lu Jinhui Tang Shuicheng Yan Zhouchen Lin 39 271 0 29 Apr 2014
Robust and Efficient Subspace Segmentation via Least Squares Regression Canyi Lu Hai Min Zhongming Zhao Ling Zhu De-Shuang Huang Shuicheng Yan 19 662 0 27 Apr 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit Guangcan Liu Ping Li 54 37 0 15 Apr 2014
Robust Subspace Recovery via Bi-Sparsity Pursuit Xiao Bian Hamid Krim 38 6 0 31 Mar 2014
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification Xiaoxia Sun Qing Qu Nasser M. Nasrabadi T. Tran 37 111 0 16 Jan 2014
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning Zhouchen Lin Risheng Liu Zhixun Su 26 193 0 18 Oct 2013
A Unified Framework for Representation-based Subspace Clustering of Out-of-sample and Large-scale Data Xi Peng Huajin Tang Lei Zhang Zhang Yi Shijie Xiao 58 132 0 25 Sep 2013
Noisy Sparse Subspace Clustering Yu Wang Huan Xu NoLa 74 201 0 05 Sep 2013
Union of Low-Rank Subspaces Detector M. Joneidi P. Ahmadi M. Sadeghi Nazanin Rahnavard 28 10 0 29 Jul 2013
A Counterexample for the Validity of Using Nuclear Norm as a Convex Surrogate of Rank Hongyang R. Zhang Zhouchen Lin Chao Zhang 51 30 0 23 Apr 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 80 365 0 11 Jan 2013
Fixed-Rank Representation for Unsupervised Visual Learning Risheng Liu Zhouchen Lin Fernando de la Torre Zhixun Su CML SSL 39 161 0 09 Mar 2012