Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition

8 July 2017

Papers citing "Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition"

24 / 24 papers shown

Title
Clustering-based Low-Rank Matrix Approximation: An Adaptive Theoretical Analysis with Application to Data Compression Sisipho Hamlomo M. Atemkeng 29 0 0 13 May 2025
NeurTV: Total Variation on the Neural Domain Yisi Luo Xile Zhao Kai Ye Deyu Meng 43 1 0 03 Jan 2025
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation Shuang Xu Qiao Ke Jiangjun Peng Xiangyong Cao Zixiang Zhao 42 6 0 08 Jul 2024
$Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping$ Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping Xiaoxia Liu Shijie Yu Jian Lu Xiaojun Chen 23 0 0 04 Jul 2024
Neural Gradient Regularizer Shuang Xu Yifan Wang Zixiang Zhao Jiangjun Peng Xiangyong Cao Deyu Meng Yulun Zhang Radu Timofte Luc Van Gool 24 0 0 31 Aug 2023
Under-Counted Tensor Completion with Neural Incorporation of Attributes Shahana Ibrahim Xiao Fu R. Hutchinson Eugene Seo 33 1 0 05 Jun 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jiezhang Cao Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 34 6 0 06 May 2023
Hyperspectral Image Super-Resolution via Dual-domain Network Based on Hybrid Convolution Tingting Liu Yuan Liu Chun-liang Zhang Liyin Yuan Xiubao Sui Qian Chen SupR 16 18 0 10 Apr 2023
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 24 63 0 04 Feb 2023
Mixed Attention Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 19 14 0 27 Jan 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Deyu Meng 18 6 0 15 Jan 2023
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation Jiangjun Peng Hailin Wang Xiangyong Cao Xinling Liu Xiangyu Rui Deyu Meng 31 51 0 03 Nov 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising Jinhui Hou Zhiyu Zhu Hui Liu Junhui Hou BDL 13 0 0 09 Jul 2022
Multi-mode Tensor Train Factorization with Spatial-spectral Regularization for Remote Sensing Images Recovery Gaohang Yu Shaochun Wan Liqun Qi Yanwei Xu 20 1 0 05 May 2022
Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising Haijin Zeng Shaoguang Huang Yongyong Chen H. Luong Wilfried Philips 24 2 0 27 Apr 2022
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors Vishwanath Saragadam Randall Balestriero Ashok Veeraraghavan Richard G. Baraniuk 19 15 0 07 Apr 2022
Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee Bo Shen Weijun Xie Zhen Kong 32 8 0 29 Mar 2022
Noisy Tensor Completion via Low-rank Tensor Ring Yuning Qiu Guoxu Zhou Qibin Zhao Shengli Xie 19 36 0 14 Mar 2022
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors Yuchun Miao Xile Zhao Xiao Fu Jian-Li Wang Yu-Bang Zheng 28 40 0 24 Feb 2021
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation Haijin Zeng Xiaozhen Xie J. Ning 50 47 0 30 May 2020
On Recoverability of Randomly Compressed Tensors with Low CP Rank Shahana Ibrahim Xiao Fu Xingguo Li 16 4 0 08 Jan 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
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing Jiangjun Peng Qi Xie Qian Zhao Yao Wang Deyu Meng Yee Leung 11 11 0 18 Sep 2018
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration Yi Chang Luxin Yan Houzhang Fang Sheng Zhong Zhijun Zhang 20 166 0 01 Sep 2017