Deep Networks for Compressed Image Sensing

Deep Networks for Compressed Image Sensing

22 July 2017

Shengping Zhang

Papers citing "Deep Networks for Compressed Image Sensing"

19 / 19 papers shown

Title
Recursions Are All You Need: Towards Efficient Deep Unfolding Networks Rawwad Alhejaili M. Alfarraj H. Luqman A. Al-Shaikhi BDL 30 0 0 09 May 2023
$Learning Trees of $\ell_0$-Minimization Problems$ Learning Trees of $\ell_0$ -Minimization Problems G. Welper 21 0 0 06 Feb 2023
Spiking sampling network for image sparse representation and dynamic vision sensor data compression Chunming Jiang Yilei Zhang 14 0 0 08 Nov 2022
Content-aware Scalable Deep Compressed Sensing Bin Chen Jian Zhang 29 55 0 19 Jul 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 51 183 0 28 Apr 2022
Image Compressed Sensing Using Non-local Neural Network Wenxue Cui Shaohui Liu F. Jiang Debin Zhao 31 65 0 07 Dec 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 47 100 0 15 Jul 2021
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing Di You Jingfen Xie Jian Zhang 25 96 0 22 Mar 2021
LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data J. Ramírez J. I. M. Torre Henry Arguello 28 26 0 01 Mar 2021
Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent Satoshi Takabe T. Wadayama 23 10 0 26 Oct 2020
Multi-Scale Deep Compressive Imaging Thuong Nguyen Canh B. Jeon 21 17 0 03 Aug 2020
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction Yunmei Chen Hongcheng Liu X. Ye Qingchao Zhang 61 23 0 22 Jul 2020
Restricted Structural Random Matrix for Compressive Sensing Thuong Nguyen Canh B. Jeon 23 13 0 18 Feb 2020
Multi-Channel Deep Networks for Block-Based Image Compressive Sensing Siwang Zhou Yan He Yonghe Liu Chengqing Li Jianming Zhang 29 113 0 28 Aug 2019
Multi-Scale Deep Compressive Sensing Network Thuong Nguyen Canh B. Jeon 21 19 0 15 Sep 2018
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling Shanshan Wu A. Dimakis Sujay Sanghavi Felix X. Yu D. Holtmann-Rice Dmitry Storcheus Afshin Rostamizadeh Sanjiv Kumar SSL 23 53 0 26 Jun 2018
Deep neural network based sparse measurement matrix for image compressed sensing Wenxue Cui F. Jiang Xinwei Gao Wen Tao Debin Zhao 24 17 0 19 Jun 2018
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG Xin Yuan R. Haimi-Cohen 11 64 0 03 Jun 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014