Compressive Light Field Reconstructions using Deep Learning

Compressive Light Field Reconstructions using Deep Learning

5 February 2018

Suren Jayasuriya

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Papers citing "Compressive Light Field Reconstructions using Deep Learning"

16 / 16 papers shown

Title
Light Field Video Capture Using a Learning-Based Hybrid Imaging System Tingxian Wang Jun-Yan Zhu N. Kalantari Alexei A. Efros R. Ramamoorthi 55 126 0 08 May 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 78 348 0 29 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 179 4,829 0 26 Jan 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 244 10,717 0 15 Sep 2016
Learning-Based View Synthesis for Light Field Cameras N. Kalantari Tingxian Wang R. Ramamoorthi 3DV 147 683 0 09 Sep 2016
A 4D Light-Field Dataset and CNN Architectures for Material Recognition Tingxian Wang Jun-Yan Zhu Hiroaki Ebi Manmohan Chandraker Alexei A. Efros R. Ramamoorthi 3DV 69 188 0 24 Aug 2016
Learning Sensor Multiplexing Design through Back-propagation Ayan Chakrabarti SSL 73 126 0 23 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 69 5,300 0 25 Apr 2016
Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 108 195 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
A Deep Learning Approach to Structured Signal Recovery Ali Mousavi Ankit B. Patel Richard G. Baraniuk 61 443 0 17 Aug 2015
Reconstruction-free action inference from compressive imagers K. Kulkarni Pavan Turaga 49 80 0 18 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Learning to Generate Chairs, Tables and Cars with Convolutional Networks Alexey Dosovitskiy Jost Tobias Springenberg Maxim Tatarchenko Thomas Brox GAN 181 676 0 21 Nov 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 281 14,715 0 20 Jun 2014
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 113 2,364 0 21 Jul 2009

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