Learning-Based View Synthesis for Light Field Cameras

9 September 2016

Papers citing "Learning-Based View Synthesis for Light Field Cameras"

50 / 102 papers shown

Title
Convolutional Neural Opacity Radiance Fields Haimin Luo Anpei Chen Qixuan Zhang Bai Pang Minye Wu Lan Xu Jingyi Yu AI4CE 46 19 0 05 Apr 2021
FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality Nianchen Deng Zhenyi He Jiannan Ye Budmonde Duinkharjav Praneeth Chakravarthula Xubo Yang Qi Sun 41 112 0 30 Mar 2021
A Learned Compact and Editable Light Field Representation Menghan Xia J. Echevarria M. Xie T. Wong 24 0 0 21 Mar 2021
CDFI: Compression-Driven Network Design for Frame Interpolation Tianyu Ding Luming Liang Zhihui Zhu Ilya Zharkov 37 93 0 18 Mar 2021
Learning to compose 6-DoF omnidirectional videos using multi-sphere images Jisheng Li Yuze He Yubin Hu Yuxing Han Jiangtao Wen 18 5 0 10 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 63 783 0 25 Feb 2021
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses Jing Jin Mantang Guo Junhui Hou Hui Liu H. Xiong 40 6 0 14 Feb 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 199 689 0 31 Dec 2020
Adaptive Multiplane Image Generation from a Single Internet Picture D. Luvizon Gustavo Sutter P. Carvalho A. Santos Jhonatas S. Conceição J. L. Flores-Campana L. Decker M. R. Souza Hélio Pedrini Antonio Joia O. A. B. Penatti 3DV 22 16 0 26 Nov 2020
Space-time Neural Irradiance Fields for Free-Viewpoint Video Wenqi Xian Jia-Bin Huang Johannes Kopf Changil Kim 3DH 65 452 0 25 Nov 2020
Stable View Synthesis Gernot Riegler V. Koltun 63 215 0 14 Nov 2020
Light Stage Super-Resolution: Continuous High-Frequency Relighting Tiancheng Sun Zexiang Xu Xiuming Zhang S. Fanello Christoph Rhemann P. Debevec Yun-Ta Tsai Jonathan T. Barron R. Ramamoorthi 3DH 54 28 0 17 Oct 2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation Mojtaba Bemana K. Myszkowski Hans-Peter Seidel Tobias Ritschel 34 50 0 01 Oct 2020
Free View Synthesis Gernot Riegler V. Koltun 31 355 0 12 Aug 2020
Deep Multi Depth Panoramas for View Synthesis Kai-En Lin Zexiang Xu B. Mildenhall Pratul P. Srinivasan Yannick Hold-Geoffroy S. DiVerdi Qi Sun Kalyan Sunkavalli R. Ramamoorthi 3DV 19 40 0 04 Aug 2020
Crowdsampling the Plenoptic Function Zhengqi Li Wenqi Xian Abe Davis Noah Snavely 41 86 0 30 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction Gaochang Wu Yingqian Wang Yebin Liu Lu Fang Tianyou Chai 3DV 39 45 0 05 Jul 2020
4D Visualization of Dynamic Events from Unconstrained Multi-View Videos Aayush Bansal Minh Vo Yaser Sheikh Deva Ramanan S. Narasimhan 13 84 0 27 May 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 39 301 0 09 Apr 2020
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization Jing Jin Junhui Hou Jie Chen Sam Kwong SupR 25 126 0 05 Apr 2020
Softmax Splatting for Video Frame Interpolation Simon Niklaus Feng Liu 64 382 0 11 Mar 2020
Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging Mohit Lamba K. K. Rachavarapu Kaushik Mitra 61 29 0 05 Mar 2020
Learning Light Field Angular Super-Resolution via a Geometry-Aware Network Jing Jin Junhui Hou Hui Yuan Sam Kwong 17 95 0 26 Feb 2020
Learning light field synthesis with Multi-Plane Images: scene encoding as a recurrent segmentation task Tomás Völker Guillaume Boisson B. Chupeau 3DV 16 5 0 12 Feb 2020
Seeing the World in a Bag of Chips Jeong Joon Park Aleksander Holynski S. M. Seitz 3DV 38 35 0 14 Jan 2020
5D Light Field Synthesis from a Monocular Video K. Bae Andre Ivan Hajime Nagahara I. Park MDE 35 6 0 23 Dec 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 19 42 0 13 Oct 2019
High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction Nan Meng Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen 27 114 0 03 Oct 2019
Neural Volumes: Learning Dynamic Renderable Volumes from Images Stephen Lombardi Tomas Simon Jason M. Saragih Gabriel Schwartz Andreas M. Lehrmann Yaser Sheikh 3DH 28 278 0 18 Jun 2019
DeepView: View Synthesis with Learned Gradient Descent John Flynn M. Broxton P. Debevec Matthew DuVall Graham Fyffe Ryan S. Overbeck Noah Snavely Richard Tucker 40 448 0 18 Jun 2019
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines B. Mildenhall Pratul P. Srinivasan Rodrigo Ortiz Cayon N. Kalantari R. Ramamoorthi Ren Ng Abhishek Kar 34 486 0 02 May 2019
Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images Hao Zhu Mantang Guo Hongdong Li Qing Wang A. Robles-Kelly 44 8 0 15 Feb 2019
A Fourier Disparity Layer representation for Light Fields Mikael Le Pendu C. Guillemot A. Smolic 25 60 0 21 Jan 2019
Extreme View Synthesis Inchang Choi Orazio Gallo Alejandro J. Troccoli Min H. Kim Jan Kautz 27 193 0 12 Dec 2018
Dense Light Field Reconstruction From Sparse Sampling Using Residual Network Mantang Guo Hao Zhu Guoqing Zhou Qing Wang 34 19 0 14 Jun 2018
Stereo Magnification: Learning View Synthesis using Multiplane Images Tinghui Zhou Richard Tucker John Flynn Graham Fyffe Noah Snavely 3DV 42 381 0 24 May 2018
DeepToF: Off-the-Shelf Real-Time Correction of Multipath Interference in Time-of-Flight Imaging Julio Marco Quercus Hernandez A. Muñoz Yue Dong A. Jarabo Min H. Kim Xin Tong Diego F. F. Gutierrez 17 73 0 23 May 2018
View Extrapolation of Human Body from a Single Image Hao Zhu Hao Su Peng Wang Xun Cao Ruigang Yang 3DH 30 51 0 11 Apr 2018
Learning-based Video Motion Magnification Tae-Hyun Oh Ronnachai Jaroensri Changil Kim Mohamed A. Elgharib F. Durand William T. Freeman Wojciech Matusik 53 152 0 08 Apr 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 19 179 0 03 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 34 466 0 02 Apr 2018
Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks R. Farrugia C. Guillemot SupR 31 47 0 12 Jan 2018
Learning to Synthesize a 4D RGBD Light Field from a Single Image Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal R. Ramamoorthi Ren Ng 3DV 23 238 0 10 Aug 2017
Video Frame Interpolation via Adaptive Separable Convolution Simon Niklaus Long Mai Feng Liu 52 694 0 05 Aug 2017
Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks M. K. Gul B. Gunturk 30 81 0 04 Jul 2017
Light Field Video Capture Using a Learning-Based Hybrid Imaging System Tingxian Wang Jun-Yan Zhu N. Kalantari Alexei A. Efros R. Ramamoorthi 30 125 0 08 May 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 39 498 0 22 Mar 2017
Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses E. Risser Pierre Wilmot Connelly Barnes 26 247 0 31 Jan 2017
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 66 660 0 16 Nov 2016
Occlusion-Model Guided Anti-Occlusion Depth Estimation in Light Field Hao Zhu Qing Wang Jingyi Yu 3DV 16 70 0 15 Aug 2016