Kronecker component with robust low-rank dictionary for image denoising

COVID-19 CT image recognition algorithm based on transformer and CNN

(2022) Xiaole Fan et al.   DISPLAYS

Research on the analysis method of digital media art communication based on 3D image recognition

(2022) Dian Liu   DISPLAYS

Discriminative graph convolution networks for hyperspectral image classification

(2021) Zhe Wang et al.   DISPLAYS

Image Recovery and Recognition: A Combining Method of Matrix Norm Regularization

(2019) WeiGang Wang et al.   IET Image Processing

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm

(2019) Canyi Lu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tensor SVD: Statistical and Computational Limits

(2018) Anru Zhang et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Minimax Lower Bounds on Dictionary Learning for Tensor Data

(2018) Zahra Shakeri et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Kronecker Component Analysis

(2018) Mehdi Bahri et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Low-Rank Tensor Recovery With Regularized Redescending M-Estimator

(2016) Yuning Yang et al.   IEEE Transactions on Neural Networks and Learning Systems

fLRR: fast low-rank representation using Frobenius-norm

(2014) Haixian Zhang et al.   ELECTRONICS LETTERS

Sparse representation for face recognition by discriminative low-rank matrix recovery

(2014) Jie Chen et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Robust Low-Rank Tensor Recovery: Models and Algorithms

(2014) Donald Goldfarb et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Most Tensor Problems Are NP-Hard

(2013) Christopher J. Hillar et al.   JOURNAL OF THE ACM

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Robust PCA via Outlier Pursuit

(2012) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Error Analysis for Matrix Elastic-Net Regularization Algorithms

(2012) Hong Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Factorization strategies for third-order tensors

(2010) Misha E. Kilmer et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS

Elastic-net regularization in learning theory

(2009) Christine De Mol et al.   JOURNAL OF COMPLEXITY

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW