DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing

19 February 2017

Papers citing "DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing"

23 / 23 papers shown

Title
Efficient Physics-Based Learned Reconstruction Methods for Real-Time 3D Near-Field MIMO Radar Imaging Irfan Manisali Okyanus Oral F. Oktem 27 5 0 28 Dec 2023
Uncertainty-Aware Null Space Networks for Data-Consistent Image Reconstruction Christoph Angermann Simon Göppel Markus Haltmeier 30 2 0 14 Apr 2023
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems Xiangming Meng Y. Kabashima DiffM 25 52 0 20 Nov 2022
Quantized Compressed Sensing with Score-based Generative Models Xiangming Meng Y. Kabashima DiffM 32 11 0 02 Nov 2022
Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network Zhifeng Wang Zhenghui Wang Chunyan Zeng Yan Yu Xiangkui Wan 27 1 0 28 Sep 2022
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 44 17 0 25 Apr 2022
Adaptive and Cascaded Compressive Sensing Chenxi Qiu Tao Yue Xue-mei Hu 27 2 0 21 Mar 2022
Image Compressed Sensing Using Non-local Neural Network Wenxue Cui Shaohui Liu F. Jiang Debin Zhao 31 65 0 07 Dec 2021
Scalable Deep Compressive Sensing Zhonghao Zhang Yipeng Liu Xingyu Cao Fei Wen Ce Zhu 15 2 0 20 Jan 2021
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
Improving Robustness of Deep-Learning-Based Image Reconstruction Ankit Raj Y. Bresler Bo-wen Li OOD AAML 29 50 0 26 Feb 2020
Restricted Structural Random Matrix for Compressive Sensing Thuong Nguyen Canh B. Jeon 12 13 0 18 Feb 2020
Multi-resolution CSI Feedback with deep learning in Massive MIMO System Zhilin Lu Jintao Wang Jian Song 16 183 0 31 Oct 2019
Joint group and residual sparse coding for image compressive sensing Lizhao Li Song Xiao 36 8 0 23 Jan 2019
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential S. Ghimire P. Gyawali J. Sapp M. Horacek Linwei Wang MedIm 31 1 0 12 Oct 2018
Multi-Scale Deep Compressive Sensing Network Thuong Nguyen Canh B. Jeon 19 19 0 15 Sep 2018
Rate-Adaptive Neural Networks for Spatial Multiplexers Suhas Lohit Rajhans Singh K. Kulkarni Pavan Turaga 21 17 0 08 Sep 2018
Full Image Recover for Block-Based Compressive Sensing Xuemei Xie Chenye Wang Jiang Du Guangming Shi 38 16 0 01 Feb 2018
Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction Jiang Du Xuemei Xie Chenye Wang Guangming Shi Xun Xu Yuxiang Wang 35 61 0 21 Nov 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche Pavan Turaga A. Ashok 9 114 0 15 Aug 2017
DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks Ali Mousavi Gautam Dasarathy Richard G. Baraniuk 21 80 0 11 Jul 2017
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 34 74 0 12 Jul 2016