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ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements

26 January 2016

Suhas Lohit

Papers citing "ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements"

26 / 26 papers shown

Title
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks Ziyang Zheng Wenrui Dai Duoduo Xue Chenglin Li Junni Zou H. Xiong 95 18 0 25 Apr 2022
Memory-Efficient Network for Large-scale Video Compressive Sensing Ziheng Cheng Bo Chen Guanliang Liu Hao Zhang Ruiying Lu Zhengjue Wang Xin Yuan 93 63 0 04 Mar 2021
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo F. Durand Qionghai Dai 93 79 0 13 Jan 2021
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing Nanyu Li Charles C. Zhou 131 7 0 14 Oct 2020
Multi-Scale Deep Compressive Imaging Thuong Nguyen Canh B. Jeon 60 17 0 03 Aug 2020
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo Qionghai Dai 68 184 0 30 Mar 2020
Deep One-bit Compressive Autoencoding Shahin Khobahi Arindam Bose M. Soltanalian 15 3 0 10 Dec 2019
Error Resilient Deep Compressive Sensing Thuong Thuong Nguyen Canh Trinh van Chien Quyet Bui Van 71 0 0 28 Nov 2019
Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding Shahin Khobahi M. Soltanalian 72 13 0 27 Nov 2019
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals Kavya Gupta Brojeshwar Bhowmick A. Majumdar 98 2 0 24 Dec 2018
Multi-Scale Deep Compressive Sensing Network Thuong Nguyen Canh B. Jeon 109 19 0 15 Sep 2018
Deep neural network based sparse measurement matrix for image compressed sensing Wenxue Cui F. Jiang Xinwei Gao Wen Tao Debin Zhao 60 17 0 19 Jun 2018
Fast and Accurate Reconstruction of Compressed Color Light Field Ofir Nabati D. Mendlovic Raja Giryes 60 23 0 31 Jan 2018
ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning Xiaotong Lu W. Dong Peiyao Wang Guangming Shi Xuemei Xie 83 29 0 31 Jan 2018
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 130 59 0 21 Sep 2017
Deep Learning-Guided Image Reconstruction from Incomplete Data B. Kelly Thomas P. Matthews M. Anastasio 68 54 0 02 Sep 2017
High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network C. Cai Yiqing Zeng Chao Wang S. Cai Jun Zhang Zhong Chen Xinghao Ding J. Zhong 52 1 0 17 Aug 2017
DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks Ali Mousavi Gautam Dasarathy Richard G. Baraniuk 133 80 0 11 Jul 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Christopher A. Metzler Ali Mousavi Richard G. Baraniuk 104 286 0 21 Apr 2017
Block Compressive Sensing of Image and Video with Nonlocal Lagrangian Multiplier and Patch-based Sparse Representation Chien Van Trinh Khanh Quoc Dinh B. Jeon Martin Burger 42 21 0 15 Mar 2017
DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing Hantao Yao Feng Dai Dongming Zhang Yike Ma Shiliang Zhang Yongdong Zhang Qi Tian 100 311 0 19 Feb 2017
Learning to Invert: Signal Recovery via Deep Convolutional Networks Ali Mousavi Richard G. Baraniuk 152 286 0 14 Jan 2017
Onsager-corrected deep learning for sparse linear inverse problems M. Borgerding Philip Schniter 76 92 0 20 Jul 2016
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 79 76 0 12 Jul 2016
Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines Eric W. Tramel Andre Manoel F. Caltagirone Marylou Gabrié Florent Krzakala 107 21 0 13 Jun 2016
Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 110 196 0 16 Mar 2016