v1v2 (latest)

Deep Fully-Connected Networks for Video Compressive Sensing

16 March 2016

Michael Iliadis

L. Spinoulas

Aggelos K. Katsaggelos

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Papers citing "Deep Fully-Connected Networks for Video Compressive Sensing"

35 / 35 papers shown

Title
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Zhang DiffM 120 5 0 25 Mar 2024
D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing Weiqi Li Bin Chen Shuai Liu Shijie Zhao Bowen Du Yongbing Zhang Jian Zhang 129 10 0 27 Jul 2022
TransCL: Transformer Makes Strong and Flexible Compressive Learning Chong Mou Jian Zhang 66 25 0 25 Jul 2022
One-Bit Compressive Sensing: Can We Go Deep and Blind? Yiming Zeng Shahin Khobahi M. Soltanalian 69 6 0 13 Mar 2022
Memory-Augmented Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Zhang 93 94 0 19 Oct 2021
Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging Zhuoyuan Wu Jian Zhang Chong Mou MedIm 86 61 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 27 8 0 11 Sep 2021
Dynamic Proximal Unrolling Network for Compressive Imaging Yixiao Yang R. Tao Kaixuan Wei Ying Fu 91 11 0 23 Jul 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 75 105 0 15 Jul 2021
10-mega pixel snapshot compressive imaging with a hybrid coded aperture Zhihong Zhang Chao Deng Yang Liu Xin Yuan J. Suo Qionghai Dai 21 12 0 30 Jun 2021
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference -- A Ubiquitous Systems Perspective Alina L. Machidon V. Pejović 122 6 0 26 May 2021
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications Xin Yuan D. Brady Aggelos K. Katsaggelos 66 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 93 63 0 04 Mar 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing Zhengjue Wang Hao Zhang Ziheng Cheng Bo Chen Xin Yuan 69 53 0 02 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
A Unified Framework for Compressive Video Recovery from Coded Exposure Techniques Prasan A. Shedligeri Anupama S Kaushik Mitra 51 8 0 11 Nov 2020
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network Fangliang Bai Jinchao Liu Xiaojuan Liu Margarita Osadchy Chao Wang S. Gibson 100 2 0 27 Apr 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 18 3 0 10 Dec 2019
Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding Shahin Khobahi M. Soltanalian 72 13 0 27 Nov 2019
Event-driven Video Frame Synthesis Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos O. Cossairt 100 36 0 26 Feb 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder M. Salman Asif GAN 79 11 0 25 Feb 2019
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction Qiqin Dai Henry H. Chopp E. Pouyet O. Cossairt M. Walton Aggelos K. Katsaggelos 64 34 0 27 Dec 2018
Rate-Adaptive Neural Networks for Spatial Multiplexers Suhas Lohit Rajhans Singh K. Kulkarni Pavan Turaga 48 17 0 08 Sep 2018
Targeted Nonlinear Adversarial Perturbations in Images and Videos R. Rey-de-Castro H. Rabitz AAML 81 10 0 27 Aug 2018
Rank Minimization for Snapshot Compressive Imaging Yang Liu Xin Yuan J. Suo D. Brady Qionghai Dai 75 332 0 20 Jul 2018
CS-VQA: Visual Question Answering with Compressively Sensed Images Li-Chi Huang K. Kulkarni Anik Jha Suhas Lohit Suren Jayasuriya Pavan Turaga CoGe 34 8 0 08 Jun 2018
Compressive Light Field Reconstructions using Deep Learning Mayank Gupta Arjun Jauhari K. Kulkarni Suren Jayasuriya A. Molnar Pavan Turaga 3DV 69 40 0 05 Feb 2018
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche Pavan Turaga A. Ashok 60 117 0 15 Aug 2017
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing Jian Zhang Guohao Li 76 37 0 24 Jun 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
CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing Kai Xu Fengbo Ren 77 8 0 15 Dec 2016
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
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels H. G. Chen Suren Jayasuriya Jiyue Yang J. Stephen S. Sivaramakrishnan Ashok Veeraraghavan A. Molnar 96 66 0 11 May 2016