Rank Minimization for Snapshot Compressive Imaging

20 July 2018

Papers citing "Rank Minimization for Snapshot Compressive Imaging"

46 / 46 papers shown

Title
Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos Fengpu Pan Jiangtao Wen Yuxing Han 63 1 0 28 Jan 2025
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images Xinying Wang Zhixiong Huang Sifan Zhang Jiawen Zhu Lin Feng Mamba 64 5 0 13 May 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 114 1 0 11 Apr 2024
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging Xin Wang Lizhi Wang Xiangtian Ma Maoqing Zhang Lin Zhu Hua Huang 104 7 0 20 Dec 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model Zhenghao Pan Haijin Zeng Jingyun Liang Kai Zhang Yongyong Chen 83 6 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 98 1 0 12 Oct 2023
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging Siming Zheng Xin Yuan ViT MedIm 51 5 0 20 Jun 2023
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging Lishun Wang Miao Cao Xin Yuan 63 17 0 17 May 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jingyun Liang Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 83 1 0 23 Mar 2023
Progressive Content-aware Coded Hyperspectral Compressive Imaging Xuanyu Zhang Bin Chen W. Zou Shuai Liu Yongbing Zhang Ruiqin Xiong Jian Zhang 36 7 0 17 Mar 2023
Large-scale Global Low-rank Optimization for Computational Compressed Imaging Daoyu Li Hanwen Xu Miao Cao Xin Yuan D. Brady Liheng Bian 30 0 0 08 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 102 29 0 13 Nov 2022
Reconstruction of compressed spectral imaging based on global structure and spectral correlation Pan Wang J. Li Jierun Chen Lin Wang Chun Qi 18 0 0 27 Oct 2022
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging Lishun Wang Miao Cao Yong Zhong Xin Yuan 67 48 0 04 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 104 2 0 12 Jun 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 156 123 0 20 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 47 183 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 77 145 0 04 Mar 2022
Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing Ruiying Lu Ziheng Cheng Bo Chen Xin Yuan 49 4 0 01 Mar 2022
Mathematical Cookbook for Snapshot Compressive Imaging Yaping Zhao 3DGS 54 7 0 09 Feb 2022
Deep Equilibrium Models for Video Snapshot Compressive Imaging Yaping Zhao Siming Zheng Xin Yuan 143 20 0 18 Jan 2022
Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing Siming Zheng Xiaoyu Yang Xin Yuan 77 7 0 15 Jan 2022
Spectral Compressive Imaging Reconstruction Using Convolution and Contextual Transformer Lishun Wang Zong-Jhe Wu Yong Zhong Xin Yuan 103 18 0 15 Jan 2022
Modeling Mask Uncertainty in Hyperspectral Image Reconstruction Jiamian Wang Yulun Zhang X. Yuan Ziyi Meng Zhiqiang Tao 71 10 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 108 56 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 61 260 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 103 27 0 18 Sep 2021
Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging Zhuoyuan Wu Jian Zhang Chong Mou MedIm 82 60 0 14 Sep 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network Ruiying Lu Bo Chen Guanliang Liu Ziheng Cheng Mu Qiao Xin Yuan 24 8 0 11 Sep 2021
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery Yi-Si Luo Xile Zhao Tai-Xiang Jiang Yi Chang Michael K. Ng Chao Li 74 57 0 29 May 2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging Tao Huang W. Dong Xin Yuan Jinjian Wu Guangming Shi 84 137 0 12 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 86 63 0 04 Mar 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing Zhengjue Wang Hao Zhang Ziheng Cheng Bo Chen Xin Yuan 67 52 0 02 Mar 2021
Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization Niankai Cheng Hua Huang Lei Zhang Lizhi Wang 17 2 0 22 Jan 2021
Scalable Deep Compressive Sensing Zhonghao Zhang Yipeng Liu Xingyu Cao Fei Wen Ce Zhu 64 2 0 20 Jan 2021
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo F. Durand Qionghai Dai 93 77 0 13 Jan 2021
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging Wei He Naoto Yokoya Xin Yuan 37 6 0 30 Dec 2020
Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction Yubao Sun Ying Yang Qingshan Liu Mohan Kankanhalli 66 20 0 18 Dec 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 74 35 0 18 Nov 2020
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration Wei He Quanming Yao Chao Li Naoto Yokoya Qibin Zhao Hongyan Zhang Lefei Zhang 75 178 0 24 Oct 2020
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo Qionghai Dai 68 183 0 30 Mar 2020
DRCAS: Deep Restoration Network for Hardware Based Compressive Acquisition Scheme Pravir Singh Gupta Xin Yuan G. Choi 39 3 0 23 Sep 2019
From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration Yunyi Li Guan Gui Xiefeng Cheng 45 0 0 10 Jul 2019
Video from Stills: Lensless Imaging with Rolling Shutter N. Antipa P. Oare E. Bostan Ren Ng Laura Waller 84 48 0 30 May 2019
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG Xin Yuan R. Haimi-Cohen 69 64 0 03 Jun 2017
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 79 75 0 12 Jul 2016