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Enhanced Tensor RPCA and its Application

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Towards Benchmarking Scene Background Initialization
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A trace inequality of John von Neumann
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Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning
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Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision
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Factorization strategies for third-order tensors
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Weighted tensor nuclear norm minimization for tensor completion using tensor-SVD
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Reduced rank regression via adaptive nuclear norm penalization
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Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
inferredcites →https://doi.org/10.1109/cvpr.2013.448openalex-snapshot
Graph-Laplacian PCA: Closed-Form Solution and Robustness
inferredcites →https://doi.org/10.1109/cvpr.2016.567openalex-snapshot
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization
inferredcites →https://doi.org/10.1109/iccv.2001.937655openalex-snapshot
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
inferredcites →https://doi.org/10.1109/iccv.2015.322openalex-snapshot
Robust Principal Component Analysis on Graphs
inferredcites →https://doi.org/10.1109/isit.2010.5513535openalex-snapshot
Stable Principal Component Pursuit
inferredcites →https://doi.org/10.1109/jproc.2018.2853589openalex-snapshot
On the Applications of Robust PCA in Image and Video Processing
inferredcites →https://doi.org/10.1109/msp.2018.2826566openalex-snapshot
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery
inferredcites →https://doi.org/10.1109/tip.2016.2599290openalex-snapshot
Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction
inferredcites →https://doi.org/10.1109/tpami.2012.271openalex-snapshot
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization
inferredcites →https://doi.org/10.1109/tpami.2015.2465956openalex-snapshot
Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
inferredcites →https://doi.org/10.1109/tpami.2019.2891760openalex-snapshot
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
inferredcites →https://doi.org/10.1145/1970392.1970395openalex-snapshot
Robust principal component analysis?
inferredcites →https://doi.org/10.1609/aaai.v34i04.5807openalex-snapshot
Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering
inferredcites →https://doi.org/10.2307/2313347openalex-snapshot
Two Extended Bolzano-Weierstrass Theorems
inferredcites →https://doi.org/10.3390/rs11040382openalex-snapshot
Infrared Small Target Detection Based on Partial Sum of the Tensor Nuclear Norm

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Twin Reciprocal Completion for Incomplete Multi-View Clustering
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Tensorized Graph Learning for Spectral Ensemble Clustering
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Tensorized Tri-Factor Decomposition for Multi-View Clustering
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Dual Tensor Low-Rank Representation for Subspace Clustering
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Incomplete Multi-View Clustering via Robust Representation Learning and Tensor-Based Co-Regularization
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Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering
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Robust Matrix Completion With Column Outliers
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Tensor Completion-Based Incomplete Multiview Clustering
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Consistency and Diversity Induced Tensorized Multi-View Subspace Clustering
inferred← citeshttps://doi.org/10.1109/tetci.2024.3449920openalex-snapshot
Hyper-Laplacian Regularized Concept Factorization in Low-Rank Tensor Space for Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tetci.2024.3502459openalex-snapshot
Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning
inferred← citeshttps://doi.org/10.1109/tgrs.2021.3128189openalex-snapshot
Infrared Small Target Detection via Interpatch Correlation Enhancement and Joint Local Visual Saliency Prior
inferred← citeshttps://doi.org/10.1109/tgrs.2022.3172745openalex-snapshot
STTM-SFR: Spatial–Temporal Tensor Modeling With Saliency Filter Regularization for Infrared Small Target Detection
inferred← citeshttps://doi.org/10.1109/tgrs.2022.3230051openalex-snapshot
IMNN-LWEC: A Novel Infrared Small Target Detection Based on Spatial–Temporal Tensor Model
inferred← citeshttps://doi.org/10.1109/tgrs.2023.3331890openalex-snapshot
Weighted Adaptive Schatten p-Norm and Transpose Variability Model for Infrared Maritime Small Target Detection
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3534199openalex-snapshot
RCST: Residual Context-Sharing Transformer Cascade to Approximate Taylor Expansion for Remote Sensing Image Denoising
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3538632openalex-snapshot
Superpixel-Based Bipartite Graph Clustering Enriched With Spatial Information for Hyperspectral and LiDAR Data
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3540460openalex-snapshot
SS-PLRQR: Super-Spectrum Parallel Low-Rank Quaternion Recovery for Hyperspectral Image Classification
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3622499openalex-snapshot
Spatial–Spectral Bipartite Graph Clustering With Low-Frequency Tensor Regularization for Hyperspectral and LiDAR Data
inferred← citeshttps://doi.org/10.1109/tip.2022.3171411openalex-snapshot
Multiview Spectral Clustering With Bipartite Graph
inferred← citeshttps://doi.org/10.1109/tip.2022.3187562openalex-snapshot
View-Consistency Learning for Incomplete Multiview Clustering
inferred← citeshttps://doi.org/10.1109/tip.2022.3220949openalex-snapshot
Multi-Attribute Subspace Clustering via Auto-Weighted Tensor Nuclear Norm Minimization
inferred← citeshttps://doi.org/10.1109/tip.2023.3310331openalex-snapshot
Double Auto-Weighted Tensor Robust Principal Component Analysis
inferred← citeshttps://doi.org/10.1109/tip.2023.3327564openalex-snapshot
Robust Least Squares Regression for Subspace Clustering: A Multi-View Clustering Perspective
inferred← citeshttps://doi.org/10.1109/tip.2023.3340609openalex-snapshot
Efficient Multi-View -Means for Image Clustering
inferred← citeshttps://doi.org/10.1109/tip.2024.3385284openalex-snapshot
Nonconvex Robust High-Order Tensor Completion Using Randomized Low-Rank Approximation
inferred← citeshttps://doi.org/10.1109/tip.2024.3475738openalex-snapshot
Multi-Dimensional Visual Data Restoration: Uncovering the Global Discrepancy in Transformed High-Order Tensor Singular Values
inferred← citeshttps://doi.org/10.1109/tip.2024.3489272openalex-snapshot
Smooth Tensor Product for Tensor Completion
inferred← citeshttps://doi.org/10.1109/tip.2025.3542602openalex-snapshot
Image Clustering With Transition Probabilities Learning
inferred← citeshttps://doi.org/10.1109/tip.2025.3568745openalex-snapshot
A Generalized Non-Convex Surrogated Framework for Anomaly Detection on Blurred Hyperspectral Images
inferred← citeshttps://doi.org/10.1109/tip.2025.3571669openalex-snapshot
Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation
inferred← citeshttps://doi.org/10.1109/tip.2026.3659302openalex-snapshot
Double Nonconvex Tensor Robust Kernel Principal Component Analysis and Its Visual Applications
inferred← citeshttps://doi.org/10.1109/tip.2026.3727895openalex-snapshot
Balanced and Discrete Regression for Image Clustering
inferred← citeshttps://doi.org/10.1109/tip.2026.3731588openalex-snapshot
Bayesian Robust Fully-Connected Tensor Network Decomposition for Visual Data Denoising
inferred← citeshttps://doi.org/10.1109/tkde.2026.3710602openalex-snapshot
Incomplete Multi-View Clustering via Cross-View Diversity Enhanced Fine-Grained Tensor Completion
inferred← citeshttps://doi.org/10.1109/tmi.2026.3659754openalex-snapshot
DOSTA-Net: Domain-Shuffle Temporal Attention Network for Vessel Extraction in X-Ray Coronary Angiography Using Synthetic Data
inferred← citeshttps://doi.org/10.1109/tmm.2021.3112230openalex-snapshot
Self-Paced Enhanced Low-Rank Tensor Kernelized Multi-View Subspace Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2022.3193855openalex-snapshot
Self-Weighted Anchor Graph Learning for Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2023.3340095openalex-snapshot
Efficient Anchor Graph Factorization for Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2024.3367605openalex-snapshot
Anchor Graph-Based Feature Selection for One-Step Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2025.3535402openalex-snapshot
Asymptotics-Aware Multi-View Subspace Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2025.3565971openalex-snapshot
Tensor-Based Late Fusion Incomplete Multiview Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2025.3613125openalex-snapshot
Tensor Completion Framework by Graph Refinement for Incomplete Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tmm.2026.3668481openalex-snapshot
Tensorized Parameter-Free Multi-View Spectral Clustering Based on Fair Representation Learning
inferred← citeshttps://doi.org/10.1109/tmm.2026.3668570openalex-snapshot
Anchor-Guided Discrete Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tnnls.2021.3059874openalex-snapshot
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3224058openalex-snapshot
Low-Rank Graph Completion-Based Incomplete Multiview Clustering
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3242473openalex-snapshot
Projective Incomplete Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3311789openalex-snapshot
Semisupervised Subspace Learning With Adaptive Pairwise Graph Embedding
inferred← citeshttps://doi.org/10.1109/tnnls.2024.3388192openalex-snapshot
Cross-View Approximation on Grassmann Manifold for Multiview Clustering
inferred← citeshttps://doi.org/10.1109/tnnls.2024.3519213openalex-snapshot
Online Nonconvex Robust Tensor Principal Component Analysis
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3543947openalex-snapshot
Learning Spatial–Temporal Regularized Tensor Sparse RPCA for Background Subtraction
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3616320openalex-snapshot
Large-Scale Multiview Clustering via Joint Learning of Anchor Representation and Multigraph Alignment
inferred← citeshttps://doi.org/10.1109/tpami.2021.3059299openalex-snapshot
Low Rank Tensor Completion with Poisson Observations
inferred← citeshttps://doi.org/10.1109/tpami.2021.3126216openalex-snapshot
2021 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 43
inferred← citeshttps://doi.org/10.1109/tpami.2022.3187976openalex-snapshot
Tensorized Bipartite Graph Learning for Multi-View Clustering
inferred← citeshttps://doi.org/10.1109/tpami.2024.3521022openalex-snapshot
Manifold Based Multi-View K-Means
inferred← citeshttps://doi.org/10.1109/tpami.2025.3640109openalex-snapshot
Two Decades of Multi-View Clustering: Taxonomy, Application, and Challenge
inferred← citeshttps://doi.org/10.1109/tpami.2026.3724177openalex-snapshot
Non-Negative Tensor Factorization Based Bi-Clustering on Anchor Graphs
inferred← citeshttps://doi.org/10.1109/tsp.2025.3577762openalex-snapshot
Slim Is Better: Transform-Based Tensor Robust Principal Component Analysis
inferred← citeshttps://doi.org/10.1137/22m1473236openalex-snapshot
Tensor Robust Principal Component Analysis via Tensor Fibered Rank and \({\boldsymbol{{l_p}}}\) Minimization
inferred← citeshttps://doi.org/10.1137/24m1691788openalex-snapshot
Tensor Robust Principal Component Analysis Based on a Two-Layer Tucker Rank Minimization Model
inferred← citeshttps://doi.org/10.1142/s0219691324500231openalex-snapshot
TIHN: Tensor Improved Huber Norm for low-rank tensor recovery
inferred← citeshttps://doi.org/10.1145/3552487.3556441openalex-snapshot
Optimal Tensor Bipartite Graph Learning
inferred← citeshttps://doi.org/10.1145/3637528.3671671openalex-snapshot
Label Learning Method Based on Tensor Projection
inferred← citeshttps://doi.org/10.1145/3664647.3681417openalex-snapshot
Multi-View Clustering Based on Deep Non-negative Tensor Factorization
inferred← citeshttps://doi.org/10.1145/3664647.3681557openalex-snapshot
Federated Fuzzy C-means with Schatten- p Norm Minimization
inferred← citeshttps://doi.org/10.1145/3664647.3681573openalex-snapshot
Enhanced Tensorial Self-representation Subspace Learning for Incomplete Multi-view Clustering
inferred← citeshttps://doi.org/10.1145/3728485.3759236openalex-snapshot
Bayesian Tensor Dictionary Factorization with Hierarchical Laplace Prior for Efficient Vessel Extraction
inferred← citeshttps://doi.org/10.1145/3746027.3755078openalex-snapshot
Dual-Constraint Multi-view Fuzzy Clustering with Scalable Anchor Graph Learning
inferred← citeshttps://doi.org/10.1145/3746027.3755739openalex-snapshot
Multi-view Clustering Based on Probabilistic Tensor Regression
inferred← citeshttps://doi.org/10.1145/3746027.3755842openalex-snapshot
Bi-Orthogonal Non-negative Tensor tri-Factorization for Tensorized Label Learning
inferred← citeshttps://doi.org/10.1145/3770855.3818197openalex-snapshot
Discriminative Anchor Learning with Distribution Alignment for Multi-modal Remote Sensing Clustering
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