A Unified Learning Based Framework for Light Field Reconstruction from
Coded Projections

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A Unified Learning Based Framework for Light Field Reconstruction from Coded Projections

26 December 2018

Anil Kumar Vadathya

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Papers citing "A Unified Learning Based Framework for Light Field Reconstruction from Coded Projections"

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Title
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images Changha Shin Hae-Gon Jeon Youngjin Yoon In So Kweon Seon Joo Kim MDE 71 246 0 06 Apr 2018
Fast and Accurate Reconstruction of Compressed Color Light Field Ofir Nabati D. Mendlovic Raja Giryes 38 23 0 31 Jan 2018
Learning Light Field Reconstruction from a Single Coded Image Anil Kumar Vadathya Saikiran Cholleti Gautham Ramajayam Vijayalakshmi Kanchana Kaushik Mitra 3DV 30 13 0 20 Jan 2018
Aperture Supervision for Monocular Depth Estimation Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron MDE 70 58 0 21 Nov 2017
Learning to Synthesize a 4D RGBD Light Field from a Single Image Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal R. Ramamoorthi Ren Ng 3DV 63 239 0 10 Aug 2017
Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks M. K. Gul B. Gunturk 44 81 0 04 Jul 2017
A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation Jinsun Park Yu-Wing Tai Donghyeon Cho In So Kweon 3DV 48 116 0 28 Apr 2017
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 150 2,888 0 13 Sep 2016
Learning-Based View Synthesis for Light Field Cameras N. Kalantari Tingxian Wang R. Ramamoorthi 3DV 141 683 0 09 Sep 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 121 1,530 0 16 Mar 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
DeepStereo: Learning to Predict New Views from the World's Imagery John Flynn Ivan Neulander James Philbin Noah Snavely 3DV 120 652 0 22 Jun 2015
Partial light field tomographic reconstruction from a fixed-camera focal stack Antoine Mousnier Elif Vural C. Guillemot 62 70 0 06 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014