A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image
Restoration

A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration

18 November 2021

Alexandre Zouaoui

Jocelyn Chanussot

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Papers citing "A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration"

8 / 8 papers shown

Title
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 39 0 0 03 Jun 2025
HSIGene: A Foundation Model For Hyperspectral Image Generation Li Pang Datao Tang Shuang Xu Deyu Meng Xiangyong Cao DiffM 78 16 0 19 Sep 2024
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising Yang Liu Jiahua Xiao Yu-Xiao Guo Peilin Jiang Haiwei Yang Fei Wang Mamba 73 7 0 15 Apr 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 90 13 0 31 Dec 2023
Spatial-Spectral Transformer for Hyperspectral Image Denoising Miaoyu Li Ying Fu Yulun Zhang 67 75 0 25 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 108 54 0 03 Nov 2022
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network Keyu Yan Man Zhou Jie Huang Fengmei Zhao Chengjun Xie Chongyi Li Danfeng Hong 79 17 0 15 Oct 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising Jinhui Hou Zhiyu Zhu Hui Liu Junhui Hou BDL 72 0 0 09 Jul 2022