Multi-dimensional imaging data recovery via minimizing the partial sum
of tubal nuclear norm

Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm

15 December 2017

Tai-Xiang Jiang

Liang-Jian Deng

Papers citing "Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm"

11 / 11 papers shown

Title
Outlier-aware Tensor Robust Principal Component Analysis with Self-guided Data Augmentation Yangyang Xu Kexin Li Li Yang You-wei Wen 26 0 0 25 Apr 2025
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 39 0 0 20 Jan 2025
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 50 1 0 22 Jan 2024
Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers Zhi-yong Wang H. C. So A. Zoubir 33 5 0 10 Oct 2023
Non-convex approaches for low-rank tensor completion under tubal sampling Zheng Tan Longxiu Huang HanQin Cai Y. Lou 40 2 0 17 Mar 2023
Global Weighted Tensor Nuclear Norm for Tensor Robust Principal Component Analysis Libin Wang Yulong Wang Shiyuan Wang Youheng Liu Yutao Hu Long-Biao Chen Hong Chen 33 1 0 28 Sep 2022
Tensor Recovery Based on A Novel Non-convex Function Minimax Logarithmic Concave Penalty Function Hongbing Zhang Xinyi Liu Chang-Shu Liu Hongtao Fan Yajing Li Xinyun Zhu 22 7 0 25 Jun 2022
Low-Rank Tensor Completion Based on Bivariate Equivalent Minimax-Concave Penalty Hongbing Zhang Xinyi Liu Hongtao Fan Yajing Li Yinlin Ye 33 0 0 30 Jan 2022
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation Haijin Zeng Xiaozhen Xie J. Ning 52 48 0 30 May 2020
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 26 91 0 11 May 2019
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan 56 736 0 10 Apr 2018