Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2003.04547
Cited By
3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
10 March 2020
Kaixuan Wei
Ying Fu
Hua Huang
Re-assign community
ArXiv (abs)
PDF
HTML
Github (77★)
Papers citing
"3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising"
42 / 42 papers shown
Real Noise Decoupling for Hyperspectral Image Denoising
Yingkai Zhang
Tao Zhang
Jing Nie
Ying Fu
186
3
0
21 Nov 2025
Iterative Low-rank Network for Hyperspectral Image Denoising
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Jin Ye
Fengchao Xiong
Jun Zhou
Y. Qian
247
7
0
30 Aug 2025
Hybrid-Domain Synergistic Transformer for Hyperspectral Image Denoising
Applied Sciences (AS), 2025
Haoyue Li
Di Wu
143
0
0
27 Jul 2025
A TRPCA-Inspired Deep Unfolding Network for Hyperspectral Image Denoising via Thresholded t-SVD and Top-K Sparse Transformer
Liang Li
Jianli Zhao
Sheng Fang
Siyu Chen
Hui Sun
203
0
0
03 Jun 2025
STAR-Net: An Interpretable Model-Aided Network for Remote Sensing Image Denoising
Pattern Recognition (Pattern Recogn.), 2025
Jingjing Liu
Jiashun Jin
Xianchao Xiu
Jianhua Zhang
Wanquan Liu
178
4
0
30 May 2025
Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity
Wuzhou Quan
Mingqiang Wei
Jinhui Tang
370
0
0
16 May 2025
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery
Computer Vision and Pattern Recognition (CVPR), 2025
Jingtao Li
Yunxing Liu
Xinyu Wang
Yunning Peng
Chen Sun
...
Tian Ke
Xiao Jiang
Tangwei Lu
Anran Zhao
Yanfei Zhong
VLM
435
36
0
27 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration
Zhehui Wu
Yong Chen
Xiangwei Zhu
Wei He
428
6
0
12 Mar 2025
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
Shuang Xu
Zixiang Zhao
Haowen Bai
Chang Yu
Jiangjun Peng
Xiangyong Cao
Deyu Meng
141
3
0
05 Dec 2024
Orthogonal Constrained Minimization with Tensor
ℓ
2
,
p
\ell_{2,p}
ℓ
2
,
p
Regularization for HSI Denoising and Destriping
Xiaoxia Liu
Shijie Yu
Jian Lu
Xiaojun Chen
354
1
0
04 Jul 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
Di Wang
Meiqi Hu
Yao Jin
Yuchun Miao
Jiaqi Yang
...
Lefei Zhang
Chen Wu
Di Lin
Dacheng Tao
Liangpei Zhang
540
134
0
17 Jun 2024
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
Hao Liang
Chengjie
Kun Li
Xin Tian
210
4
0
13 Jun 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Guanyiman Fu
Fengchao Xiong
Jianfeng Lu
Jun Zhou
Mamba
585
56
0
02 May 2024
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising
Yang Liu
Jiahua Xiao
Yu-Xiao Guo
Peilin Jiang
Peilin Jiang
Haiwei Yang
Fei Wang
Mamba
296
17
0
15 Apr 2024
Color Image Denoising Using The Green Channel Prior
Zhaoming Kong
Xiaowei Yang
272
1
0
13 Feb 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Guanyiman Fu
Fengchao Xiong
Jianfeng Lu
Jun Zhou
Jiantao Zhou
Yuntao Qian
ViT
331
29
0
31 Dec 2023
TDiffDe: A Truncated Diffusion Model for Remote Sensing Hyperspectral Image Denoising
Jiang He
Yajie Li
Jie L
Qiangqiang Yuan
117
5
0
22 Nov 2023
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks
Signal Processing (Signal Process.), 2023
Orhan Torun
S. E. Yuksel
Erkut Erdem
Nevrez Imamoglu
Aykut Erdem
227
29
0
15 Sep 2023
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
Li Pang
Weizhen Gu
Xiangyong Cao
Xiangyu Rui
Jiangjun Peng
315
3
0
20 Jun 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Haijin Zeng
Jingyun Liang
Kai Feng
Haijin Zeng
Hongyan Zhang
H. Luong
Wilfried Philips
ViT
262
13
0
06 May 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023
Haodong Pan
Feng Gao
Junyu Dong
Q. Du
201
18
0
19 Apr 2023
A Comparison of Image Denoising Methods
Zhaoming Kong
Fang Deng
Haomin Zhuang
Jun Yu
Lifang He
Xiaowei Yang
349
13
0
18 Apr 2023
Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2023
Miaoyu Li
Ji Liu
Ying Fu
Yulun Zhang
Dejing Dou
ViT
121
100
0
03 Apr 2023
Hybrid Spectral Denoising Transformer with Guided Attention
IEEE International Conference on Computer Vision (ICCV), 2023
Zeqiang Lai
C. Yan
Ying Fu
291
35
0
16 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
205
24
0
13 Feb 2023
Mixed Attention Network for Hyperspectral Image Denoising
Zeqiang Lai
Ying Fu
237
16
0
27 Jan 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jinhui Hou
Zhiyu Zhu
Xianqiang Lyu
Hui Liu
Huanqiang Zeng
Deyu Meng
367
15
0
15 Jan 2023
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising
Zeqiang Lai
Ying Fu
327
0
0
27 Nov 2022
Spatial-Spectral Transformer for Hyperspectral Image Denoising
AAAI Conference on Artificial Intelligence (AAAI), 2022
Miaoyu Li
Ying Fu
Yulun Zhang
227
112
0
25 Nov 2022
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jiangjun Peng
Hailin Wang
Xiangyong Cao
Xinling Liu
Xiangyu Rui
Deyu Meng
298
74
0
03 Nov 2022
Deep Plug-and-Play Prior for Hyperspectral Image Restoration
Neurocomputing (Neurocomputing), 2022
Zeqiang Lai
Kaixuan Wei
Ying Fu
315
74
0
17 Sep 2022
Low-Light Hyperspectral Image Enhancement
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Xuelong Li
Guanlin Li
Bin Zhao
288
13
0
05 Aug 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising
Jinhui Hou
Zhiyu Zhu
Hui Liu
Xianqiang Lyu
BDL
195
0
0
09 Jul 2022
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package
Workshop on Hyperspectral Image and Signal Processing (WHISPERS), 2022
D. Coquelin
Behnood Rasti
Markus Gotz
Pedram Ghamisi
R. Gloaguen
Achim Streit
154
19
0
14 Apr 2022
Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising
IEEE Transactions on Image Processing (IEEE TIP), 2022
A. Gkillas
D. Ampeliotis
K. Berberidis
292
24
0
29 Mar 2022
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Chaoxiong Wu
Jiaojiao Li
Rui Song
Yunsong Li
Qian Du
204
35
0
29 Dec 2021
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
Théo Bodrito
Alexandre Zouaoui
Jocelyn Chanussot
Julien Mairal
198
85
0
18 Nov 2021
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video
M. Duran-Vega
M. González-Mendoza
Leonardo Chang
C. Suarez-Ramirez
270
13
0
17 Nov 2021
Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral image denoising
Xiaozhen Xie
Sheng Liu
291
0
0
23 Jun 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
234
67
0
03 Dec 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods
Zhaoming Kong
Xiaowei Yang
Lifang He
223
12
0
06 Nov 2020
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior
Yi-Si Luo
Xile Zhao
Tai-Xiang Jiang
Yu-Bang Zheng
Yi Chang
231
0
0
22 Aug 2020
1
Page 1 of 1
