Hyperspectral and Multispectral Image Fusion based on a Sparse Representation

19 September 2014

Papers citing "Hyperspectral and Multispectral Image Fusion based on a Sparse Representation"

50 / 52 papers shown

Title
Degradation Alchemy: Self-Supervised Unknown-to-Known Transformation for Blind Hyperspectral Image Fusion He Huang Yong Chen Yu Guo Wei He 79 0 0 19 Mar 2025
HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks Baisong Li Xingwang Wang Haixiao Xu 95 1 0 24 Aug 2024
A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution Kunjing Yang Minru Bai TingLu 56 0 0 07 Jul 2024
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives Matteo Ciotola Giuseppe Guarino Gemine Vivone Giovanni Poggi J. Chanussot Antonio J. Plaza Giuseppe Scarpa 81 12 0 01 Jul 2024
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
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems Min Zhao N. Dobigeon Jing Chen 37 0 0 29 Jun 2023
HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models Chanyue Wu Dong Wang Hanyu Mao Ying Li DiffM 81 41 0 21 Jun 2023
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
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening W. G. C. Bandara Vishal M. Patel ViT 70 97 0 04 Mar 2022
Multispectral image fusion based on super pixel segmentation Nati Ofir Jean-Christophe Nebel 31 1 0 21 Dec 2021
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
Guided Colorization Using Mono-Color Image Pairs Zeang Sheng Hui-Liang Shen Bo-Wen Yao Huaqi Zhang 112 8 0 17 Aug 2021
Spatiotemporal Fusion in Remote Sensing Hessah Albanwan R. Qin 74 3 0 06 Jul 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
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model Danfeng Hong Jingliang Hu Jing Yao Jocelyn Chanussot Xiaoxiang Zhu 55 218 0 21 May 2021
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy Sergei V. Kalinin M. Ziatdinov Jacob D. Hinkle S. Jesse Ayana Ghosh K. Kelley A. Lupini B. Sumpter Rama K Vasudevan 64 3 0 22 Mar 2021
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings Zhongyang Zhang Zhiyang Xu Zia U. Ahmed Asif Salekin Tauhidur Rahman 48 3 0 19 Mar 2021
Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral Imagery Zhenjie Tang Qingyu Xu Zhenwei Shi Bin Pan SupR 36 9 0 07 Mar 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
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
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning Lianru Gao Danfeng Hong Jing Yao Bing Zhang Paolo Gamba Jocelyn Chanussot 96 127 0 28 Jul 2020
Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing Valentin Leplat Nicolas Gillis Cédric Févotte 38 13 0 08 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
Contrast-weighted Dictionary Learning Based Saliency Detection for Remote Sensing Images Zhou Huang Huaixin Chen Tao Zhou Yun-Zhi Yang Chang-Yin Wang Bi-Yuan Liu 36 1 0 06 Apr 2020
Hyperspectral-Multispectral Image Fusion with Weighted LASSO Nguyen H. Tran Rupali Mankar D. Mayerich Zhu Han 29 4 0 15 Mar 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
Hyperspectral and multispectral image fusion under spectrally varying spatial blurs -- Application to high dimensional infrared astronomical imaging Claire Guilloteau Thomas Oberlin O. Berné N. Dobigeon 36 24 0 26 Dec 2019
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion Xin Deng Pier Luigi Dragotti 130 199 0 09 Oct 2019
Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images A. Lagrange M. Fauvel S. May N. Dobigeon 20 6 0 19 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
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
Robust fusion algorithms for unsupervised change detection between multi-band optical images - A comprehensive case study Vinicius Ferraris N. Dobigeon Marie Chabert 53 15 0 09 Apr 2018
Image Segmentation Using Subspace Representation and Sparse Decomposition Shervin Minaee 141 0 0 06 Apr 2018
Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging Étienne Monier Thomas Oberlin N. Brun M. Tencé M. de Frutos N. Dobigeon 136 12 0 27 Feb 2018
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 78 11 0 02 Jan 2018
Fusing Multiple Multiband Images Reza Arablouei 33 13 0 13 Dec 2017
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration Yi Chang Luxin Yan Houzhang Fang Sheng Zhong Zhijun Zhang 79 171 0 01 Sep 2017
Online Convolutional Dictionary Learning for Multimodal Imaging Kévin Degraux Ulugbek S. Kamilov P. Boufounos Dehong Liu 51 27 0 13 Jun 2017
Sparse Representation based Multi-sensor Image Fusion: A Review Qiang Zhang Yi Liu Rick S. Blum Jiawei Han Dacheng Tao 55 14 0 12 Feb 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
Detecting Changes Between Optical Images of Different Spatial and Spectral Resolutions: a Fusion-Based Approach Vinicius Ferraris N. Dobigeon Qi Wei Marie Chabert 69 57 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
Fast Single Image Super-Resolution Ningning Zhao Qi Wei Adrian Basarab N. Dobigeon Denis Kouamé J. Tourneret SupR 104 93 0 01 Oct 2015
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