Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

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

50 / 468 papers shown

Title
Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video Brian E. Moore Chen Gao R. Nadakuditi 42 38 0 18 Dec 2017
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms A. Little Mauro Maggioni James M. Murphy 25 48 0 17 Dec 2017
Mathematics of Deep Learning René Vidal Joan Bruna Raja Giryes Stefano Soatto OOD 30 120 0 13 Dec 2017
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 34 17 0 08 Dec 2017
3D Semantic Trajectory Reconstruction from 3D Pixel Continuum Jae Shin Yoon Ziwei Li H. Park 24 10 0 04 Dec 2017
On Convergence of Epanechnikov Mean Shift Kejun Huang Xiao Fu N. Sidiropoulos 21 15 0 20 Nov 2017
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 26 6 0 31 Oct 2017
A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering D. Tolic Nino Antulov-Fantulin I. Kopriva 15 62 0 29 Sep 2017
Effective Image Retrieval via Multilinear Multi-index Fusion Zhizhong Zhang Yuan Xie Wensheng Zhang Q. Tian 24 15 0 27 Sep 2017
Scale Adaptive Clustering of Multiple Structures Xiang Yang P. Meer 19 0 0 26 Sep 2017
Deep Sparse Subspace Clustering Xi Peng Jiashi Feng Shijie Xiao Jiwen Lu Zhang Yi Shuicheng Yan 25 22 0 25 Sep 2017
Robust Kernelized Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization Yanyun Qu Jinyan Liu Yuan Xie Wensheng Zhang 6 4 0 15 Sep 2017
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 38 24 0 14 Sep 2017
Community Recovery in Hypergraphs Kwangjun Ahn Kangwook Lee Changho Suh 24 33 0 12 Sep 2017
Joint Adaptive Neighbours and Metric Learning for Multi-view Subspace Clustering Nan Xu Yanqing Guo Jiujun Wang Xiangyang Luo Ran He 13 0 0 12 Sep 2017
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 27 510 0 08 Sep 2017
Subspace Segmentation by Successive Approximations: A Method for Low-Rank and High-Rank Data with Missing Entries João Carvalho Manuel Marques João Paulo Costeira 19 1 0 05 Sep 2017
On Identifiability of Nonnegative Matrix Factorization Xiao Fu Kejun Huang N. Sidiropoulos 29 93 0 02 Sep 2017
Multi-view Low-rank Sparse Subspace Clustering Maria Brbic I. Kopriva 9 385 0 29 Aug 2017
Active Orthogonal Matching Pursuit for Sparse Subspace Clustering Yanxi Chen Gen Li Yuantao Gu 6 32 0 16 Aug 2017
Learning Robust Representations for Computer Vision P. Zheng Aleksandr Aravkin Karthikeyan N. Ramamurthy Jayaraman J. Thiagarajan SSL OOD 16 2 0 31 Jul 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 20 51 0 22 Jul 2017
Adaptive Low-Rank Kernel Subspace Clustering Pan Ji Ian Reid Ravi Garg Hongdong Li Mathieu Salzmann 19 1 0 17 Jul 2017
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search Lei Zhu Zi Huang Xiaobai Liu Xiangnan He Jingkuan Song Xiaofang Zhou 26 111 0 13 Jul 2017
Discriminative Block-Diagonal Representation Learning for Image Recognition Zheng-Wei Zhang Yong-mei Xu Ling Shao Jian Yang 16 114 0 12 Jul 2017
Vectorial Dimension Reduction for Tensors Based on Bayesian Inference Fujiao Ju Yanfeng Sun Junbin Gao Yongli Hu Baocai Yin 19 13 0 03 Jul 2017
Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning Tanushri Chakravorty Guillaume-Alexandre Bilodeau Eric Granger CVBM 11 5 0 29 Jun 2017
Hidden Talents of the Variational Autoencoder Bin Dai Yu Wang J. Aston G. Hua David Wipf DRL BDL 13 1 0 16 Jun 2017
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 17 13 0 12 Jun 2017
Multi-View Surveillance Video Summarization via Joint Embedding and Sparse Optimization Yikang Shen Amit K. Roy-Chowdhury 23 63 0 09 Jun 2017
Hyperplane Clustering Via Dual Principal Component Pursuit M. Tsakiris René Vidal 27 31 0 06 Jun 2017
Learning Graphs with Monotone Topology Properties and Multiple Connected Components Eduardo Pavez Hilmi E. Egilmez Antonio Ortega 31 54 0 31 May 2017
Learning Robust Features with Incremental Auto-Encoders Yanan Li Donghui Wang DiffM OOD 14 2 0 26 May 2017
Effective Sampling: Fast Segmentation Using Robust Geometric Model Fitting Ruwan Tennakoon Alireza Sadri R. Hoseinnezhad A. Bab-Hadiashar 14 19 0 26 May 2017
Robust Localized Multi-view Subspace Clustering Yanbo Fan Jian Liang Ran He Bao-Gang Hu Siwei Lyu 13 10 0 22 May 2017
Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network Zhenfang Hu Gang Pan Zhaohui Wu 11 1 0 19 May 2017
Localized LRR on Grassmann Manifolds: An Extrinsic View Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 15 7 0 17 May 2017
Spatial-Temporal Union of Subspaces for Multi-body Non-rigid Structure-from-Motion Suryansh Kumar Yuchao Dai Hongdong Li 32 26 0 14 May 2017
Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph Shuchu Han Hao Huang Hong Qin 21 1 0 13 May 2017
A New Sparse and Robust Adaptive Lasso Estimator for the Independent Contamination Model Jasin Machkour Michael Muma Bastian Alt A. Zoubir 20 1 0 05 May 2017
Understanding People Flow in Transportation Hubs João Carvalho Manuel Marques João Paulo Costeira 17 8 0 28 Apr 2017
Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diffusion James M. Murphy Mauro Maggioni DiffM 13 30 0 26 Apr 2017
Collaborative Low-Rank Subspace Clustering Stephen Tierney Yi Guo Junbin Gao SSL 11 0 0 13 Apr 2017
Tractable Clustering of Data on the Curve Manifold Stephen Tierney Junbin Gao Yi Guo Zheng-Wei Zhang 6 0 0 13 Apr 2017
Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering Stephen Tierney Yi Guo Junbin Gao 11 15 0 13 Apr 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 21 114 0 12 Apr 2017
Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces Gen Li Yuantao Gu 19 34 0 07 Apr 2017
Algebraic Variety Models for High-Rank Matrix Completion Greg Ongie Rebecca Willett Robert D. Nowak Laura Balzano 28 56 0 28 Mar 2017
Tuning Free Orthogonal Matching Pursuit Sreejith Kallummil Sheetal Kalyani 62 6 0 15 Mar 2017
A Proximity-Aware Hierarchical Clustering of Faces Wei-An Lin Jun-Cheng Chen Rama Chellappa CVBM 22 52 0 14 Mar 2017