Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network

1 June 2018

Jie Li

Papers citing "Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network"

24 / 24 papers shown

Title
The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction Tom Sander Moritz Tenthoff Kay Wohlfarth Christian Wöhler 31 0 0 08 May 2025
$Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping$ Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping Xiaoxia Liu Shijie Yu Jian Lu Xiaojun Chen 31 0 0 04 Jul 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Mamba 37 19 0 02 May 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 19 11 0 31 Dec 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jingyun Liang Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 42 6 0 06 May 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising Haodong Pan Feng Gao Junyu Dong Q. Du 36 12 0 19 Apr 2023
Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising Miaoyu Li Ji Liu Ying Fu Yulun Zhang Dejing Dou ViT 13 57 0 03 Apr 2023
Mixed Attention Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 19 14 0 27 Jan 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Deyu Meng 18 6 0 15 Jan 2023
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 30 0 0 27 Nov 2022
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation Jiangjun Peng Hailin Wang Xiangyong Cao Xinling Liu Xiangyu Rui Deyu Meng 39 51 0 03 Nov 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising Jinhui Hou Zhiyu Zhu Hui Liu Junhui Hou BDL 21 0 0 09 Jul 2022
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package D. Coquelin Behnood Rasti Markus Gotz Pedram Ghamisi R. Gloaguen Achim Streit 22 11 0 14 Apr 2022
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting Wen-Jie Zheng Xile Zhao Yu-Bang Zheng Z. Pang 36 19 0 13 Sep 2021
spectrai: A deep learning framework for spectral data C. Horgan Mads S. Bergholt VLM 21 4 0 17 Aug 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 41 0 0 02 Mar 2021
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors Yuchun Miao Xile Zhao Xiao Fu Jian-Li Wang Yu-Bang Zheng 28 40 0 24 Feb 2021
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution Jiang He Jie Li Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 35 74 0 19 Nov 2020
High-throughput molecular imaging via deep learning enabled Raman spectroscopy C. Horgan Magnus Jensen A. Nagelkerke J. St-Pierre Tom Kamiel Magda Vercauteren Molly M. Stevens Mads S. Bergholt 18 71 0 28 Sep 2020
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 26 36 0 11 Jul 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 813 0 31 Dec 2019
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising Wei He Quanming Yao Chong Li Naoto Yokoya Qibin Zhao 22 152 0 11 Dec 2018
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network Qiang Zhang Qiangqiang Yuan Jie Li Xinxin Liu Huanfeng Shen Liangpei Zhang 20 132 0 01 Oct 2018
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration Yi Chang Luxin Yan Houzhang Fang Sheng Zhong Zhijun Zhang 25 167 0 01 Sep 2017