A convex formulation for hyperspectral image superresolution via subspace-based regularization

14 November 2014

Jocelyn Chanussot

Papers citing "A convex formulation for hyperspectral image superresolution via subspace-based regularization"

36 / 36 papers shown

Title
Hyperspectral Image Fusion via Logarithmic Low-rank Tensor Ring Decomposition Jun Zhang Lipeng Zhu Chaoqun Wang Shutao Li 62 0 0 16 Oct 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 76 1 0 07 Jul 2023
Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors Xiuheng Wang Jie Chen C. Richard 48 8 0 28 Nov 2022
Robust Hyperspectral Image Fusion with Simultaneous Guide Image Denoising via Constrained Convex Optimization Saori Takeyama Shunsuke Ono 90 2 0 24 Sep 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review Minghua Wang Danfeng Hong Zhu Han Jiaxin Li Jing Yao Lianru Gao Bing Zhang Jocelyn Chanussot 77 66 0 13 May 2022
DiriNet: A network to estimate the spatial and spectral degradation functions Ting Hu 24 0 0 27 Jan 2022
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution Qing Ma Junjun Jiang Xianming Liu Jiayi Ma ViT 114 59 0 27 Nov 2021
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao Xiaojun Wu SupR 54 77 0 22 Oct 2021
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 63 56 0 06 Jul 2021
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization Marija Vella Bowen Zhang Wei Chen João F. C. Mota 42 12 0 13 Jun 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing Danfeng Hong Wei He Naoto Yokoya Jing Yao Lianru Gao Liangpei Zhang Jocelyn Chanussot Xiaoxiang Zhu 53 0 0 02 Mar 2021
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover Classification J. Ramírez Héctor Vargas J. I. M. Torre Henry Arguello 14 2 0 22 Feb 2021
Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical Bayesian approach. Part II: Theoretical Analysis Valentin De Bortoli Alain Durmus A. F. Vidal Marcelo Pereyra 83 20 0 13 Aug 2020
Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion Renwei Dian Shutao Li Bin Sun Anjing Guo 91 173 0 08 Aug 2020
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution Ke-xin Zheng Lianru Gao Wenzhi Liao Danfeng Hong Bing Zhang X. Cui Jocelyn Chanussot 46 151 0 28 Jul 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution Jing Yao Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu Zongben Xu 70 123 0 10 Jul 2020
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Zhiyu Zhu Junhui Hou Jie Chen Huanqiang Zeng Jiantao Zhou SupR 53 72 0 18 Jun 2020
Hyperspectral-Multispectral Image Fusion with Weighted LASSO Nguyen H. Tran Rupali Mankar D. Mayerich Zhu Han 29 4 0 15 Mar 2020
Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling Étienne Monier Thomas Oberlin N. Brun Xiaoyan Li M. Tencé N. Dobigeon 41 16 0 04 Feb 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization Wei He Yong Chen Naoto Yokoya Chao Li Qibin Zhao 81 109 0 06 Jan 2020
PREMA: Principled Tensor Data Recovery from Multiple Aggregated Views Faisal M. Almutairi Charilaos I. Kanatsoulis N. Sidiropoulos AI4TS 30 8 0 26 Oct 2019
Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix Estimation Ruiyuan Wu Wing-Kin Ma Xiao Fu Qiang Li 35 30 0 02 Jul 2019
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net Ying Qu Hairong Qi C. Kwan Naoto Yokoya Jocelyn Chanussot 115 73 0 27 Apr 2019
Blind Hyperspectral-Multispectral Image Fusion via Graph Laplacian Regularization Minh Nguyen Tianming Wang 34 4 0 21 Feb 2019
Multisource and Multitemporal Data Fusion in Remote Sensing Pedram Ghamisi Behnood Rasti Naoto Yokoya Qunming Wang Bernhard Hofle ... M. Chi K. Anders R. Gloaguen P. M. Atkinson J. Benediktsson 36 146 0 19 Dec 2018
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability R. Borsoi Tales Imbiriba J. Bermudez 47 98 0 30 Aug 2018
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution Ying Qu Hairong Qi C. Kwan SupR 73 206 0 13 Apr 2018
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 69 8 0 01 Dec 2017
Blind Image Fusion for Hyperspectral Imaging with the Directional Total Variation Leon Bungert David A. Coomes Matthias Joachim Ehrhardt Jennifer Rasch Rafael Reisenhofer Carola-Bibiane Schönlieb 68 54 0 04 Oct 2017
Learned Spectral Super-Resolution S. Galliani Charis Lanaras D. Marmanis E. Baltsavias Konrad Schindler SupR SSL 71 119 0 28 Mar 2017
Scene-adapted plug-and-play algorithm with convergence guarantees Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 27 2 0 08 Feb 2017
Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection Vinicius Ferraris N. Dobigeon Qi Wei Marie Chabert 69 35 0 20 Sep 2016
R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation Qi Wei N. Dobigeon J. Tourneret J. Bioucas-Dias S. Godsill 126 84 0 06 Apr 2016
Multi-Band Image Fusion Based on Spectral Unmixing Qi Wei J. Bioucas-Dias N. Dobigeon J. Tourneret Marcus Chen S. Godsill 136 136 0 29 Mar 2016
Hyperspectral pansharpening: a review Laetitia Loncan L. Almeida J. Bioucas-Dias X. Briottet Jocelyn Chanussot ... J. Tourneret M. Veganzones Gemine Vivone Qi Wei Naoto Yokoya 85 708 0 17 Apr 2015
Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation Qi Wei N. Dobigeon J. Tourneret 55 413 0 10 Feb 2015