Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

Papers citing "Sparse Subspace Clustering: Algorithm, Theory, and Applications"

50 / 468 papers shown

Title
Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption M. Rahmani George Atia 17 6 0 07 Feb 2017
Human Action Attribute Learning From Video Data Using Low-Rank Representations Tong Wu Prudhvi K. Gurram Raghuveer Rao W. Bajwa 14 2 0 23 Dec 2016
Noisy subspace clustering via matching pursuits Michael Tschannen Helmut Bölcskei 12 27 0 11 Dec 2016
Robust nonparametric nearest neighbor random process clustering Michael Tschannen Helmut Bölcskei 21 4 0 04 Dec 2016
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 37 3,672 0 23 Nov 2016
Robust and Scalable Column/Row Sampling from Corrupted Big Data M. Rahmani George Atia 18 9 0 18 Nov 2016
Constrained Low-Rank Learning Using Least Squares-Based Regularization Ping Li Jun-chen Yu Ming Wang Luming Zhang Deng Cai Xuelong Li 13 21 0 15 Nov 2016
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data Yining Wang Yu-Xiang Wang Aarti Singh 30 29 0 24 Oct 2016
Laplacian regularized low rank subspace clustering Yu Song Yiquan Wu 16 2 0 24 Oct 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 38 201 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
Low Rank and Sparsity Analysis Applied to Speech Enhancement via Online Estimated Dictionary Pengfei Sun Jun Qin 6 18 0 29 Sep 2016
Robust Estimation of Multiple Inlier Structures Xiang Yang P. Meer 8 4 0 20 Sep 2016
Unbiased Sparse Subspace Clustering By Selective Pursuit H. Ackermann M. Yang Bodo Rosenhahn 12 0 0 16 Sep 2016
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 35 134 0 15 Sep 2016
Online Data Thinning via Multi-Subspace Tracking X. Hunt Rebecca Willett 6 10 0 12 Sep 2016
Low-rank Multi-view Clustering in Third-Order Tensor Space Ming Yin Junbin Gao Shengli Xie Yi Guo 11 7 0 30 Aug 2016
On Clustering and Embedding Mixture Manifolds using a Low Rank Neighborhood Approach A. Saranathan M. Parente 16 3 0 23 Aug 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 24 17 0 06 Aug 2016
Sparse Subspace Clustering via Diffusion Process Qilin Li Ling Li Wanquan Liu 12 0 0 05 Aug 2016
Video Summarization in a Multi-View Camera Network Yikang Shen Abir Das A. Roy-Chowdhury 19 17 0 01 Aug 2016
Symmetry-free SDP Relaxations for Affine Subspace Clustering Francesco Silvestri Gerhard Reinelt Christoph Schnörr 12 1 0 25 Jul 2016
Multi-body Non-rigid Structure-from-Motion Suryansh Kumar Yuchao Dai Hongdong Li 26 46 0 15 Jul 2016
Hypergraph Modelling for Geometric Model Fitting Guobao Xiao Hanzi Wang Taotao Lai David Suter 13 30 0 11 Jul 2016
Bounds on the Number of Measurements for Reliable Compressive Classification H. Reboredo F. Renna Robert Calderbank M. Rodrigues 30 28 0 11 Jul 2016
Laplacian LRR on Product Grassmann Manifolds for Human Activity Clustering in Multi-Camera Video Surveillance Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 17 34 0 13 Jun 2016
Achieving stable subspace clustering by post-processing generic clustering results Duc-Son Pham Ognjen Arandjelovic Svetha Venkatesh 4 3 0 27 May 2016
Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering Bo Yang Xiao Fu N. Sidiropoulos 16 39 0 21 May 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 24 241 0 09 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 13 167 0 05 May 2016
On deterministic conditions for subspace clustering under missing data Wenqi Wang Shuchin Aeron Vaneet Aggarwal 22 2 0 15 Apr 2016
SSSC-AM: A Unified Framework for Video Co-Segmentation by Structured Sparse Subspace Clustering with Appearance and Motion Features Junlin Yao Frank Nielsen 13 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 37 71 0 03 Mar 2016
Robust Multi-body Feature Tracker: A Segmentation-free Approach Pan Ji Hongdong Li Mathieu Salzmann Yiran Zhong 9 15 0 01 Mar 2016
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques D. Ghoshdastidar Ambedkar Dukkipati 27 47 0 21 Feb 2016
Optimized Kernel-based Projection Space of Riemannian Manifolds A. Alavi Vishal M. Patel Rama Chellappa 14 0 0 10 Feb 2016
Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition Pranay Dighe Gil Luyet Afsaneh Asaei H. Bourlard 14 29 0 22 Jan 2016
Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 22 10 0 21 Jan 2016
Kernelized LRR on Grassmann Manifolds for Subspace Clustering Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 19 4 0 09 Jan 2016
Low-Rank Representation over the Manifold of Curves Stephen Tierney Junbin Gao Yi Guo Zhengwu Zhang 14 2 0 05 Jan 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds Ming Yin Yi Guo Junbin Gao Zhaoshui He Shengli Xie 23 105 0 04 Jan 2016
Tensor Sparse and Low-Rank based Submodule Clustering Method for Multi-way Data Xinglin Piao Yongli Hu Junbin Gao Yanfeng Sun Zhouchen Lin Baocai Yin 13 14 0 02 Jan 2016
Matrix Completion Under Monotonic Single Index Models Ravi Ganti Laura Balzano Rebecca Willett 24 45 0 29 Dec 2015
Multilinear Subspace Clustering Eric Kernfeld Nathan Majumder Shuchin Aeron M. Kilmer 23 4 0 21 Dec 2015
Robust Dictionary based Data Representation Wei-Ya Ren 14 1 0 11 Dec 2015
Pseudo-Bayesian Robust PCA: Algorithms and Analyses Tae-Hyun Oh Y. Matsushita In So Kweon David Wipf 13 1 0 07 Dec 2015
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 45 52 0 02 Dec 2015
Continuous and Simultaneous Gesture and Posture Recognition for Commanding a Robotic Wheelchair; Towards Spotting the Signal Patterns Ali Boyali N. Hashimoto M. Kavakli 18 0 0 02 Dec 2015
Convex Sparse Spectral Clustering: Single-view to Multi-view Canyi Lu Shuicheng Yan Zhouchen Lin 46 163 0 21 Nov 2015
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting Canyi Lu Huan Li Zhouchen Lin Shuicheng Yan 34 19 0 14 Nov 2015