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1901.03281
Cited By
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net
10 January 2019
Qi Xie
Minghao Zhou
Qian Zhao
Deyu Meng
W. Zuo
Zongben Xu
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Papers citing
"Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net"
48 / 48 papers shown
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions
Youngwan Jin
Michal Kovac
Yagiz Nalcakan
Hyeongjin Ju
Hanbin Song
Sanghyeop Yeo
Shiho Kim
282
0
0
10 Apr 2025
Degradation Alchemy: Self-Supervised Unknown-to-Known Transformation for Blind Hyperspectral Image Fusion
He Huang
Yong Chen
Xu Tan
Wei He
228
1
0
19 Mar 2025
Real HSI-MSI-PAN image dataset for the hyperspectral/multi-spectral/panchromatic image fusion and super-resolution fields
Shuangliang Li
176
1
0
02 Jul 2024
Applications of Explainable artificial intelligence in Earth system science
Feini Huang
Shijie Jiang
Lu Li
Yongkun Zhang
Ye Zhang
Ruqing Zhang
Qingliang Li
Danxi Li
Wei Shangguan
Yongjiu Dai
224
6
0
12 Jun 2024
Physics-Inspired Degradation Models for Hyperspectral Image Fusion
Jie Lian
Lizhi Wang
Lin Zhu
Renwei Dian
Zhiwei Xiong
Hua Huang
169
2
0
04 Feb 2024
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities
G. Taşkın
E. Aptoula
Alp Ertürk
262
8
0
08 Nov 2023
Understanding Pan-Sharpening via Generalized Inverse
Shiqi Liu
Yutong Bai
Xinyang Han
Alan Yuille
121
1
0
04 Oct 2023
Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-Spectral Image Fusion
IEEE International Conference on Computer Vision (ICCV), 2023
Man Zhou
Jie Huang
Naishan Zheng
Chongyi Li
122
9
0
30 Aug 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model
Shuai Shi
Lijun Zhang
Jie Chen
DiffM
156
13
0
07 Jul 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency
Shuai Shi
Lijun Zhang
Y. Altmann
Jie Chen
195
3
0
07 Jul 2023
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening
IEEE International Conference on Computer Vision (ICCV), 2023
Gang Yang
Xiangyong Cao
Wen Xiao
Man Zhou
Aiping Liu
Xun Chen
Deyu Meng
UQCV
166
32
0
12 May 2023
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
Emmanuel Martinez
Roman Jacome
Alejandra Hernandez-Rojas
Henry Arguello
166
7
0
29 Apr 2023
Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Mingsong Li
Yikun Liu
Tao Xiao
Yuwen Huang
Gongping Yang
ViT
204
32
0
28 Apr 2023
Probability-based Global Cross-modal Upsampling for Pansharpening
Computer Vision and Pattern Recognition (CVPR), 2023
Zeyu Zhu
Xiangyong Cao
Man Zhou
Junhao Huang
Deyu Meng
155
16
0
09 Mar 2023
Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zeqiang Lai
Ying Fu
Jun Zhang
135
22
0
13 Feb 2023
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution
European Conference on Computer Vision (ECCV), 2022
J. Fu
Hong Wang
Qi Xie
Qian Zhao
Deyu Meng
Zongben Xu
SupR
499
33
0
21 Sep 2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution
IEEE Transactions on Image Processing (IEEE TIP), 2022
Jinhui Hou
Zhiyu Zhu
Xianqiang Lyu
Huanqiang Zeng
Jinjian Wu
Jiantao Zhou
SupR
215
23
0
30 May 2022
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Hong Wang
Yuexiang Li
Deyu Meng
Yefeng Zheng
OOD
MedIm
195
32
0
16 May 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Danfeng Hong
Jing Yao
Deyu Meng
Xiangwei Zhu
Jocelyn Chanussot
SupR
235
155
0
07 May 2022
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review
International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2022
Jiaxin Li
Danfeng Hong
Lianru Gao
Jing Yao
Ke-xin Zheng
Bing Zhang
Jocelyn Chanussot
207
545
0
03 May 2022
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2022
Qiang Li
Yuan. Yuan
Wenxuan Wang
Qi. Wang
SupR
121
105
0
09 Apr 2022
Hyperspectral Image Super-resolution with Deep Priors and Degradation Model Inversion
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Xiuheng Wang
Jie Chen
C. Richard
120
17
0
24 Jan 2022
InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT Images
Hong Wang
Yuexiang Li
Haimiao Zhang
Deyu Meng
Yefeng Zheng
MedIm
146
53
0
23 Dec 2021
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Jianjun Liu
Zebin Wu
Liang Xiao
Xiaojun Wu
SupR
122
95
0
22 Oct 2021
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution
Junjun Jiang
Chenyang Wang
Xianming Liu
Kui Jiang
Jiayi Ma
CVBM
270
6
0
31 Aug 2021
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2021
Huanfeng Shen
Menghui Jiang
Jie Li
Chen Zhou
Qiangqiang Yuan
Liangpei Zhang
149
47
0
13 Aug 2021
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021
Zhiyu Zhu
Hui Liu
Xianqiang Lyu
Sen Jia
Qingfu Zhang
168
29
0
12 Aug 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Hong Wang
Qi Xie
Qian Zhao
Yuexiang Li
Yong Liang
Yefeng Zheng
Deyu Meng
211
48
0
14 Jul 2021
Text Prior Guided Scene Text Image Super-resolution
IEEE Transactions on Image Processing (TIP), 2021
Jianqi Ma
Shihao Guo
Lei Zhang
159
85
0
29 Jun 2021
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization
International Conference on Information Photonics (ICIP), 2021
Marija Vella
Bowen Zhang
Wei Chen
João F. C. Mota
153
12
0
13 Jun 2021
Deep Gradient Projection Networks for Pan-sharpening
Computer Vision and Pattern Recognition (CVPR), 2021
Shuang Xu
Jiangshe Zhang
Zixiang Zhao
Kai Sun
Junmin Liu
Chunxia Zhang
166
169
0
08 Mar 2021
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets
Ke Li
Dengxin Dai
E. Konukoglu
Luc Van Gool
152
10
0
19 Jan 2021
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising
IEEE Transactions on Image Processing (TIP), 2020
Fengchao Xiong
Shuyin Tao
Jun Zhou
Jianfeng Lu
Jiantao Zhou
Y. Qian
203
65
0
03 Dec 2020
Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution
Jiangtao Nie
Lei Zhang
Wei Wei
Zhiqiang Lang
Yanning Zhang
131
3
0
03 Dec 2020
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Jiang He
Jie Li
Qiangqiang Yuan
Huanfeng Shen
Liangpei Zhang
232
103
0
19 Nov 2020
Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion
Information Fusion (Inf. Fusion), 2020
Renwei Dian
Shutao Li
Bin Sun
Anjing Guo
238
203
0
08 Aug 2020
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Ke-xin Zheng
Lianru Gao
Wenzhi Liao
Danfeng Hong
Bing Zhang
X. Cui
Jocelyn Chanussot
134
160
0
28 Jul 2020
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Lianru Gao
Danfeng Hong
Jing Yao
Bing Zhang
Paolo Gamba
Jocelyn Chanussot
168
150
0
28 Jul 2020
Guided Deep Decoder: Unsupervised Image Pair Fusion
European Conference on Computer Vision (ECCV), 2020
Tatsumi Uezato
Danfeng Hong
Xiangwei Zhu
Wei He
MDE
176
96
0
23 Jul 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution
European Conference on Computer Vision (ECCV), 2020
Jing Yao
Danfeng Hong
Jocelyn Chanussot
Deyu Meng
Xiaoxiang Zhu
Zongben Xu
256
140
0
10 Jul 2020
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning
Zhiyu Zhu
Xianqiang Lyu
Jie Chen
Huanqiang Zeng
Jiantao Zhou
SupR
281
79
0
18 Jun 2020
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks
Jin-Fan Hu
Tingzhu Huang
Liang-Jian Deng
Tai-Xiang Jiang
Gemine Vivone
Jocelyn Chanussot
SupR
92
2
0
29 May 2020
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery
Junjun Jiang
He Sun
Xianming Liu
Jiayi Ma
SupR
176
259
0
18 May 2020
A Model-driven Deep Neural Network for Single Image Rain Removal
Computer Vision and Pattern Recognition (CVPR), 2020
Hong Wang
Qi Xie
Qian Zhao
Deyu Meng
294
391
0
04 May 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization
Pattern Recognition (Pattern Recognit.), 2020
Wei He
Yong Chen
Xiangwei Zhu
Chao Li
Qibin Zhao
299
125
0
06 Jan 2020
A Survey on Rain Removal from Video and Single Image
Science China Information Sciences (SCIS), 2019
Hong Wang
Yichen Wu
Minghan Li
Qian Zhao
Deyu Meng
228
43
0
18 Sep 2019
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019
Ying Qu
Hairong Qi
C. Kwan
Xiangwei Zhu
Jocelyn Chanussot
317
80
0
27 Apr 2019
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration
Yi Chang
Luxin Yan
Houzhang Fang
Sheng Zhong
Zhijun Zhang
218
185
0
01 Sep 2017
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