Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging

12 March 2021

Papers citing "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging"

47 / 47 papers shown

Title
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems Xiangming Wang Haijin Zeng Jiaoyang Chen Sheng Liu Yongyong Chen Guoqing Chao 71 0 0 15 Dec 2024
WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing Kai Han Jin Wang Yunhui Shi Hanqin Cai Nam Ling Baocai Yin 59 0 0 25 Nov 2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction Zaid Ilyas Naveed Akhtar David Suter Syed Zulqarnain Gilani 15 0 0 01 Oct 2024
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction Jincheng Yang Lishun Wang Miao Cao Huan Wang Yinping Zhao Xin Yuan 18 0 0 18 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 42 2 0 02 Jun 2024
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging Jiahua Dong Hui Yin Hongliu Li Wenbo Li Yulun Zhang Salman Khan Fahad Shahbaz Khan Mamba 35 1 0 01 Jun 2024
BSS-Bench: Towards Reproducible and Effective Band Selection Search Wenshuai Xu Zhenbo Xu 29 0 0 22 Dec 2023
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging Xin Wang Lizhi Wang Xiangtian Ma Maoqing Zhang Lin Zhu Hua Huang 16 4 0 20 Dec 2023
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues Xingxing Yang Jie Chen Zaifeng Yang 11 9 0 18 Dec 2023
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction Huan Chen Wangcai Zhao Tingfa Xu Shiyun Zhou Peifu Liu Jianan Li 50 20 0 02 Dec 2023
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems Carter Lyons R. Raj Margaret Cheney BDL 26 3 0 28 Nov 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model Zhenghao Pan Haijin Zeng Jiezhang Cao Kai Zhang Yongyong Chen 10 5 0 19 Nov 2023
MLP-AMDC: An MLP Architecture for Adaptive-Mask-based Dual-Camera snapshot hyperspectral imaging Zeyu Cai Can Zhang Xunhao Chen Shanghuan Liu Chengqian Jin Feipeng Da 15 0 0 12 Oct 2023
$Aperture Diffraction for Compact Snapshot Spectral Imaging$ Aperture Diffraction for Compact Snapshot Spectral Imaging Tao Lv Hao Ye Quan Yuan Zhenhai Gao Yibo Wang Shuming Wang Xun Cao 21 2 0 27 Sep 2023
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction Miaoyu Li Ying Fu Ji Liu Yulun Zhang 32 33 0 21 Aug 2023
DMDC: Dynamic-mask-based dual camera design for snapshot Hyperspectral Imaging Zeyu Cai Chengqian Jin Feipeng Da 23 1 0 03 Aug 2023
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jiamian Wang Zong-Jhe Wu Yulun Zhang Xin Yuan Tao R. Lin Zhiqiang Tao FedML 51 3 0 01 Jun 2023
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems Carter Lyons R. Raj Margaret Cheney 11 7 0 18 May 2023
Binarized Spectral Compressive Imaging Yuan-Yuan Cai Yuxing Zheng Jing Lin X. Yuan Yulun Zhang Haoqian Wang 28 22 0 17 May 2023
A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging Junyu Wang Shijie Wang Ruijie Zhang Zengqiang Zheng Wenyu Liu Xinggang Wang 24 1 0 16 May 2023
SST-ReversibleNet: Reversible-prior-based Spectral-Spatial Transformer for Efficient Hyperspectral Image Reconstruction Zeyu Cai Jian Yu Ziyu Zhang Chengqian Jin Feipeng Da 16 5 0 06 May 2023
Progressive Content-aware Coded Hyperspectral Compressive Imaging Xuanyu Zhang Bin Chen W. Zou Shuai Liu Yongbing Zhang Ruiqin Xiong Jian Zhang 16 7 0 17 Mar 2023
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging Shiyun Zhou Tingfa Xu Shaocong Dong Jianan Li 25 12 0 06 Feb 2023
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction Junyu Wang Shijie Wang Wenyu Liu Zengqiang Zheng Xinggang Wang 13 2 0 24 Jan 2023
FedCliP: Federated Learning with Client Pruning Beibei Li Zerui Shao Ao Liu Peiran Wang FedML 39 1 0 17 Jan 2023
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 32 27 0 13 Nov 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 32 20 0 15 Sep 2022
A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors Qile Zhao Xianhong Zhao Xu Ma Xudong Chen Gonzalo R. Arce 6 2 0 12 Jun 2022
$D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion$ D $^\text{2}$ UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion Roman Jacome Jorge Bacca Henry Arguello 30 2 0 24 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 80 116 0 20 May 2022
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms Yujia Xue Siming Zheng Waleed Tahir Zhengjue Wang Hao Zhang Ziyi Meng Lei Tian Xin Yuan 17 4 0 07 May 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Xiaowan Hu Yuanhao Cai Jing Lin Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 29 134 0 04 Mar 2022
Spectral Compressive Imaging Reconstruction Using Convolution and Contextual Transformer Lishun Wang Zong-Jhe Wu Yong Zhong Xin Yuan 17 18 0 15 Jan 2022
Modeling Mask Uncertainty in Hyperspectral Image Reconstruction Jiamian Wang Yulun Zhang X. Yuan Ziyi Meng Zhiqiang Tao 11 9 0 31 Dec 2021
HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging Xuanyu Zhang Yongbing Zhang Ruiqin Xiong Qilin Sun Jian Zhang 27 53 0 12 Dec 2021
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Yuanhao Cai Jing Lin Xiaowan Hu Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 28 242 0 15 Nov 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 40 23 0 18 Sep 2021
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution Jin-Fan Hu Tingzhu Huang Liang-Jian Deng SupR 42 112 0 05 Sep 2021
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging Ziyi Meng Zhenming Yu Kun Xu Xin Yuan 20 81 0 28 Aug 2021
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging Jiamian Wang Yulun Zhang Xin Yuan Y. Fu Zhiqiang Tao 13 3 0 17 Aug 2021
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications Xin Yuan D. Brady Aggelos K. Katsaggelos 11 2 0 07 Mar 2021
Memory-Efficient Network for Large-scale Video Compressive Sensing Ziheng Cheng Bo Chen Guanliang Liu Hao Zhang Ruiying Lu Zhengjue Wang Xin Yuan 20 62 0 04 Mar 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing Zhengjue Wang Hao Zhang Ziheng Cheng Bo Chen Xin Yuan 21 50 0 02 Mar 2021
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo F. Durand Qionghai Dai 53 77 0 13 Jan 2021
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 25 27 0 25 Nov 2020
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Hua Huang Carola-Bibiane Schönlieb 24 34 0 18 Nov 2020