Generalized Principal Component Analysis (GPCA)

17 February 2012

Papers citing "Generalized Principal Component Analysis (GPCA)"

50 / 191 papers shown

Title
Point Spread Function Modelling for Wide Field Small Aperture Telescopes with a Denoising Autoencoder P. Jia Xiyu Li Zhengyang Li Weinan Wang Dongmei Cai 30 21 0 31 Jan 2020
Randomized Spectral Clustering in Large-Scale Stochastic Block Models Hai Zhang Xiao Guo Xiangyu Chang 106 24 0 20 Jan 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
Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments Sitan Chen Jingkai Li Zhao Song 80 39 0 16 Dec 2019
Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery Xianzhen Li Zhao Zhang Yang Wang Guangcan Liu Shuicheng Yan Meng Wang 51 8 0 13 Dec 2019
Gradient Boosts the Approximate Vanishing Ideal Hiroshi Kera Yoshihiko Hasegawa 149 11 0 11 Nov 2019
Sparse Coding on Cascaded Residuals Tong Zhang Fatih Porikli 11 2 0 07 Nov 2019
Compressive Learning for Semi-Parametric Models Michael P. Sheehan Antoine Gonon Mike E. Davies SSL 51 5 0 22 Oct 2019
Sparse Popularity Adjusted Stochastic Block Model M. Noroozi Marianna Pensky R. Rimal 55 8 0 03 Oct 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
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models Xun Xu L. Cheong Zhuwen Li 67 33 0 16 Aug 2019
Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph Gen Li Yuantao Gu 68 3 0 25 Jul 2019
Motion Segmentation Using Locally Affine Atom Voting Erez Posner R. Hagege 16 0 0 13 Jul 2019
Minimal Sample Subspace Learning: Theory and Algorithms Zhenyue Zhang Yuqing Xia 58 2 0 13 Jul 2019
Multi-reference factor analysis: low-rank covariance estimation under unknown translations Boris Landa Y. Shkolnisky 41 3 0 01 Jun 2019
Robust Motion Segmentation from Pairwise Matches F. Arrigoni Tomas Pajdla 3DV 34 11 0 22 May 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 44 13 0 17 May 2019
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification Qi. Wang Xiang He Xuelong Li 127 199 0 07 May 2019
Three-Stage Subspace Clustering Framework with Graph-Based Transformation and Optimization Shuai Yang Wenqi Zhu Yuesheng Zhu 23 0 0 02 May 2019
Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang Chun-Guang Li Chong You Xianbiao Qi Honggang Zhang Jun Guo Zhouchen Lin SSL 91 145 0 01 May 2019
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 66 67 0 28 Apr 2019
Learning for Multi-Type Subspace Clustering Xun Xu L. Cheong Zhuwen Li 32 0 0 03 Apr 2019
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras A. Mitrokhin Chengxi Ye Cornelia Fermuller Yiannis Aloimonos T. Delbruck MDE 3DPC 67 99 0 18 Mar 2019
A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations Stephen L. France Ulas Akkucuk 19 2 0 22 Feb 2019
Estimation and Clustering in Popularity Adjusted Stochastic Block Model M. Noroozi R. Rimal Marianna Pensky 81 3 0 01 Feb 2019
Learning for Multi-Model and Multi-Type Fitting Xun Xu L. Cheong Zhuwen Li 50 5 0 29 Jan 2019
Subspace Clustering of Very Sparse High-Dimensional Data Hankui Peng N. Pavlidis I. Eckley Ioannis Tsalamanis 31 6 0 25 Jan 2019
Spurious Vanishing Problem in Approximate Vanishing Ideal Hiroshi Kera Yoshihiko Hasegawa 49 12 0 25 Jan 2019
Multiple Manifold Clustering Using Curvature Constrained Path A. Babaeian 42 10 0 04 Dec 2018
Subspace Clustering through Sub-Clusters Weiwei Li Jan Hannig S. Mukherjee 37 5 0 15 Nov 2018
Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data M. Doan Ashkan Rezaei Sutharshan Rajasegarar C. Leckie 21 2 0 07 Nov 2018
Topological Inference of Manifolds with Boundary Yansen Wang Bei Wang 32 8 0 12 Oct 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 70 32 0 17 Aug 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 66 361 0 23 May 2018
Constrained Sparse Subspace Clustering with Side-Information Chun-Guang Li Junjian Zhang Jun Guo 56 8 0 21 May 2018
Tensor Methods for Nonlinear Matrix Completion Greg Ongie Daniel L. Pimentel-Alarcón Laura Balzano Rebecca Willett Robert D. Nowak 112 16 0 26 Apr 2018
Motion Segmentation by Exploiting Complementary Geometric Models Xun Xu L. Cheong Zhuwen Li 41 38 0 06 Apr 2018
Fast Subspace Clustering Based on the Kronecker Product Lei Zhou Xiao Bai Xianglong Liu Jun Zhou Edwin R. Hancock 18 2 0 15 Mar 2018
Principal Component Analysis with Tensor Train Subspace Wenqi Wang Vaneet Aggarwal Shuchin Aeron 33 20 0 13 Mar 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 51 31 0 21 Feb 2018
Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization Binghui Wang Chuang Lin 32 0 0 27 Jan 2018
A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition S. N. Syed A. Shaikh Shabbar Naqvi 25 16 0 05 Jan 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 122 31 0 01 Jan 2018
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning José Lezama Qiang Qiu Pablo Musé Guillermo Sapiro 79 78 0 05 Dec 2017
RANSAC Algorithms for Subspace Recovery and Subspace Clustering E. Arias-Castro Jue Wang 65 10 0 30 Nov 2017
CUR Decompositions, Similarity Matrices, and Subspace Clustering Akram Aldroubi Keaton Hamm A. Koku A. Sekmen 137 32 0 11 Nov 2017
Deep Sparse Subspace Clustering Xi Peng Jiashi Feng Shijie Xiao Jiwen Lu Zhang Yi Shuicheng Yan 58 22 0 25 Sep 2017
Monocular Navigation in Large Scale Dynamic Environments Darius Burschka 3DV 51 1 0 07 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 28 1 0 05 Sep 2017
Inhomogeneous Hypergraph Clustering with Applications Pan Li O. Milenkovic 86 161 0 05 Sep 2017