Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion

8 August 2020

Papers citing "Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion"

28 / 28 papers shown

Title
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization Wenjin Qin Hailin Wang Hao Shu Feng Zhang Jianjun Wang Xiangyong Cao Xi-Le Zhao Gemine Vivone 50 0 0 23 May 2025
AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution David S. Bhatti Yougin Choi Rahman S M Wahidur Maleeka Bakhtawar Sumin Kim Surin Lee Yongtae Lee Heung-No Lee 139 2 0 09 Feb 2025
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion Chia-ming Lee Yu-Fan Lin Yu-Hao Ho Li-Wei Kang Chih-Chung Hsu 108 0 0 08 Jan 2025
Unsupervised Hyperspectral and Multispectral Image Blind Fusion Based on Deep Tucker Decomposition Network with Spatial-Spectral Manifold Learning He Wang Yang Xu Zebin Wu Zhihui Wei 85 4 0 15 Sep 2024
UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution Yang Yu 55 0 0 09 Jul 2024
CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion Chih-Chung Hsu Chih-Chien Ni Chia-ming Lee Li-Wei Kang 65 3 0 28 Jun 2024
Physics-Inspired Degradation Models for Hyperspectral Image Fusion Jie Lian Lizhi Wang Lin Zhu Renwei Dian Zhiwei Xiong Hua Huang 69 2 0 04 Feb 2024
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 70 15 0 15 Nov 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model Shuai Shi Lijun Zhang Jie Chen DiffM 46 11 0 07 Jul 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 73 1 0 07 Jul 2023
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review Jiaxin Li Danfeng Hong Lianru Gao Jing Yao Ke-xin Zheng Bing Zhang Jocelyn Chanussot 85 384 0 03 May 2022
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval Weiwei Song Zhi Gao Renwei Dian Pedram Ghamisi Yongjun Zhang J. Benediktsson 63 40 0 15 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
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal Lina Zhuang Michael Kwok-Po Ng 87 94 0 18 Sep 2021
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution Jin-Fan Hu Tingzhu Huang Liang-Jian Deng SupR 79 122 0 05 Sep 2021
LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data J. Ramírez J. I. M. Torre Henry Arguello 90 26 0 01 Mar 2021
Guided Deep Decoder: Unsupervised Image Pair Fusion Tatsumi Uezato Danfeng Hong Naoto Yokoya Wei He MDE 80 84 0 23 Jul 2020
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net Qi Xie Minghao Zhou Qian Zhao Deyu Meng W. Zuo Zongben Xu 82 219 0 10 Jan 2019
Remote Sensing Image Fusion Based on Two-stream Fusion Network Xiangyu Liu Qingjie Liu Yunhong Wang 99 309 0 07 Nov 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
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 80 708 0 17 Apr 2015
Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation Qi Wei N. Dobigeon J. Tourneret 53 413 0 10 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 226 8,125 0 31 Dec 2014
A convex formulation for hyperspectral image superresolution via subspace-based regularization M. Simões J. Bioucas-Dias L. Almeida Jocelyn Chanussot 111 660 0 14 Nov 2014
Bayesian Robust Tensor Factorization for Incomplete Multiway Data Qibin Zhao Guoxu Zhou Liqing Zhang A. Cichocki S. Amari 105 209 0 09 Oct 2014
Hyperspectral and Multispectral Image Fusion based on a Sparse Representation Qi Wei J. Bioucas-Dias N. Dobigeon J. Tourneret 85 526 0 19 Sep 2014