Median K-flats for hybrid linear modeling with many outliers

16 September 2009

Papers citing "Median K-flats for hybrid linear modeling with many outliers"

34 / 34 papers shown

Title
Computer Vision Approaches for Automated Bee Counting Application S. Bilik Ilona Janáková Adam Ligocki Dominik Ficek Karel Horak 53 0 0 13 Jun 2024
Enriched Robust Multi-View Kernel Subspace Clustering Mengyuan Zhang Kai-Chun Liu 67 3 0 21 May 2022
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering Katsuya Hotta T. Akashi Shogo Tokai Chao Zhang 45 1 0 24 Nov 2021
Kernel Two-Dimensional Ridge Regression for Subspace Clustering Chong Peng Qian Zhang Zhao Kang Chenglizhao Chen Q. Cheng 53 35 0 03 Nov 2020
Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering Kai Xu Xiaojun Wu Wen-Bo Hu 16 0 0 17 Dec 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 41 14 0 10 Sep 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 44 13 0 17 May 2019
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 66 67 0 28 Apr 2019
Robust Subspace Recovery with Adversarial Outliers Tyler Maunu Gilad Lerman 52 19 0 05 Apr 2019
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Chieh-Hsin Lai Dongmian Zou Gilad Lerman UQCV 57 62 0 30 Mar 2019
Robust Subspace Clustering with Compressed Data Guangcan Liu Zhao Zhang Qingshan Liu H. Xiong 59 48 0 30 Mar 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 71 131 0 02 Mar 2018
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 70 25 0 14 Sep 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 71 51 0 22 Jul 2017
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 66 63 0 13 Jun 2017
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 61 13 0 12 Jun 2017
Hyperplane Clustering Via Dual Principal Component Pursuit M. Tsakiris René Vidal 83 31 0 06 Jun 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 98 115 0 12 Apr 2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 56 201 0 17 Oct 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 106 52 0 02 Dec 2015
Fast, Robust and Non-convex Subspace Recovery Gilad Lerman Tyler Maunu 119 78 0 24 Jun 2014
RPCA-KFE: Key Frame Extraction for Consumer Video based Robust Principal Component Analysis Chinh T. Dang Abdolreza Moghadam H. Radha 49 55 0 07 May 2014
Robust and Efficient Subspace Segmentation via Least Squares Regression Canyi Lu Hai Min Zhongming Zhao Ling Zhu De-Shuang Huang Shuicheng Yan 70 666 0 27 Apr 2014
A New Approach To Two-View Motion Segmentation Using Global Dimension Minimization Bryan Poling Gilad Lerman 3DV 77 29 0 10 Apr 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 149 366 0 11 Jan 2013
Tangent-based manifold approximation with locally linear models Sofia Karygianni P. Frossard 90 29 0 06 Nov 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 165 2,335 0 05 Mar 2012
Robust computation of linear models by convex relaxation Gilad Lerman Michael B. McCoy J. Tropp Teng Zhang 172 161 0 18 Feb 2012
A Novel M-Estimator for Robust PCA Teng Zhang Gilad Lerman 113 133 0 20 Dec 2011
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 155 416 0 19 Dec 2011
Robust recovery of multiple subspaces by geometric l_p minimization Gilad Lerman Teng Zhang 121 86 0 19 Apr 2011
Hybrid Linear Modeling via Local Best-fit Flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 150 204 0 17 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 161 3,229 0 14 Oct 2010
Randomized hybrid linear modeling by local best-fit flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 128 47 0 05 May 2010