相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering
Yongyong Chen et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2022)
Twin Contrastive Learning for Online Clustering
Yunfan Li et al.
INTERNATIONAL JOURNAL OF COMPUTER VISION (2022)
Grassmannian Optimization for Online Tensor Completion and Tracking With the t-SVD
Kyle Gilman et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2022)
Tensor Low-Rank Representation for Data Recovery and Clustering
Pan Zhou et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)
Laplacian Regularized Nonnegative Representation for Clustering and Dimensionality Reduction
Yin-Ping Zhao et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2021)
Low-Tubal-Rank Tensor Completion Using Alternating Minimization
Xiao-Yang Liu et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2020)
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
Canyi Lu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)
Low CP Rank and Tucker Rank Tensor Completion for Estimating Missing Components in Image Data
Yipeng Liu et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2020)
Graph regularized low-rank representation for submodule clustering
Tong Wu
PATTERN RECOGNITION (2020)
ONLINE TENSOR LOW-RANK REPRESENTATION FOR STREAMING DATA
Tong Wu
PROCEEDINGS OF THE 2020 IEEE 30TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP) (2020)
Self-Motion-Assisted Tensor Completion Method for Background Initialization in Complex Video Sequences
Ibrahim Kajo et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)
Subspace Clustering Under Complex Noise
Baohua Li et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2019)
Incremental Tensor-Based Completion Method for Detection of Stationary Foreground Objects
Ibrahim Kajo et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2019)
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation
Yuwu Lu et al.
IEEE TRANSACTIONS ON CYBERNETICS (2019)
Multiview Subspace Clustering via Tensorial t-Product Representation
Ming Yin et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2019)
Online Robust Low-Rank Tensor Modeling for Streaming Data Analysis
Ping Li et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2019)
Fast online low-rank tensor subspace tracking by CP decomposition using recursive least squares from incomplete observations
Hiroyuki Kasai
NEUROCOMPUTING (2019)
A Low Tensor-Rank Representation Approach for Clustering of Imaging Data
Tong Wu et al.
IEEE SIGNAL PROCESSING LETTERS (2018)
Robust Subspace Learning Robust PCA, robust subspace tracking, and robust subspace recovery
Namrata Vaswani et al.
IEEE SIGNAL PROCESSING MAGAZINE (2018)
Online Low-Rank Representation Learning for Joint Multi-Subspace Recovery and Clustering
Bo Li et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)
On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization
Yuan Xie et al.
INTERNATIONAL JOURNAL OF COMPUTER VISION (2018)
Exact Tensor Completion Using t-SVD
Zemin Zhang et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2017)
Matrix and tensor completion algorithms for background model initialization: A comparative evaluation
Andrews Sobral et al.
PATTERN RECOGNITION LETTERS (2017)
Tensor LRR and Sparse Coding-Based Subspace Clustering
Yifan Fu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)
Low-Rank Preserving Projections
Yuwu Lu et al.
IEEE TRANSACTIONS ON CYBERNETICS (2016)
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
Morteza Mardani et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2015)
Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function
Peter Richtarik et al.
MATHEMATICAL PROGRAMMING (2014)
ROBUST LOW-RANK TENSOR RECOVERY: MODELS AND ALGORITHMS
Donald Goldfarb et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2014)
Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction
Andrews Sobral et al.
IMAGE ANALYSIS AND RECOGNITION, ICIAR 2014, PT I (2014)
Robust Recovery of Subspace Structures by Low-Rank Representation
Guangcan Liu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Sparse Subspace Clustering: Algorithm, Theory, and Applications
Ehsan Elhamifar et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Tensor Completion for Estimating Missing Values in Visual Data
Ji Liu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
THIRD-ORDER TENSORS AS OPERATORS ON MATRICES: A THEORETICAL AND COMPUTATIONAL FRAMEWORK WITH APPLICATIONS IN IMAGING
Misha E. Kilmer et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2013)
Subspace Clustering
Rene Vidal
IEEE SIGNAL PROCESSING MAGAZINE (2011)
Multiscale hybrid linear models for lossy image representation
Wei Hong et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2006)
Generalized Principal Component Analysis (GPCA)
R Vidal et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2005)
Normalized cuts and image segmentation
JB Shi et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2000)
分享论文
