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Representing and synthesizing novel views in real-world dynamic scenes from casual monocular videos is a long-standing problem.
Modeling and rendering architecture from photographs: A hybrid geometry-and image-based approach
Paul E Debevec, Camillo J Taylor, and Jitendra Malik · 1996
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The lumigraph
Steven J Gortler, Radek Grzeszczuk, Richard Szeliski, and Michael F Cohen · 1996
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Light field rendering
Marc Levoy and Pat Hanrahan · 1996
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Novel view synthesis in tensor space
Shai Avidan and Amnon Shashua · 1997
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Virtualized reality: Constructing virtual worlds from real scenes
Takeo Kanade, Peter Rander, and PJ Narayanan · 1997
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Novel view synthesis by cascading trilinear tensors
Shai Avidan and Amnon Shashua · 1998
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Plenoptic sampling
Jin-Xiang Chai, Xin Tong, Shing-Chow Chan, and Heung-Yeung Shum · 2000
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Unstructured lumigraph rendering
Chris Buehler, Michael Bosse, Leonard McMillan, Steven Gortler, and Michael Cohen · 2001
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Spacetime stereo: shape recovery for dynamic scenes
B Curless and S. M Seitz · 2003
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Image quality assessment: from error visibility to structural similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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High-quality video view interpolation using a layered representation
C Lawrence Zitnick, Sing Bing Kang, Matthew Uyttendaele, Simon Winder, and Richard Szeliski · 2004
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Photo tourism: exploring photo collections in 3d
Noah Snavely, Steven M Seitz, and Richard Szeliski · 2006
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Efficient dense stereo with occlusions for new view-synthesis by four-state dynamic programming
Antonio Criminisi, Andrew Blake, Carsten Rother, Jamie Shotton, and Philip HS Torr · 2007
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Temporally coherent completion of dynamic shapes
Hao Li, Linjie Luo, Daniel Vlasic, Pieter Peers, Jovan Popović, Mark Pauly, and Szymon Rusinkiewicz · 2012
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Depth synthesis and local warps for plausible image-based navigation
Gaurav Chaurasia, Sylvain Duchene, Olga Sorkine-Hornung, and George Drettakis · 2013
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Theory of Linear Ill-Posed Problems and its Applications
Valentin K Ivanov, Vladimir V Vasin, and Vitalii P Tanana · 2013
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Generalized connectivity constraints for spatio-temporal 3d reconstruction
Martin Ralf Oswald, Jan Stühmer, and Daniel Cremers · 2014
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Light field reconstruction using sparsity in the continuous fourier domain
Lixin Shi, Haitham Hassanieh, Abe Davis, Dina Katabi, and Fredo Durand · 2014
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High-quality streamable free-viewpoint video
Alvaro Collet, Ming Chuang, Pat Sweeney, Don Gillett, Dennis Evseev, David Calabrese, Hugues Hoppe, Adam Kirk, and Steve Sullivan · 2015
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Holoportation: Virtual 3d teleportation in real-time
Sergio Orts-Escolano, Christoph Rhemann, Sean Fanello, Wayne Chang, Adarsh Kowdle, Yury Degtyarev, David Kim, Philip L Davidson, Sameh Khamis, Mingsong Dou, et al · 2016
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Structure-from-motion revisited
Johannes L Schonberger and Jan-Michael Frahm · 2016
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Casual 3d photography
Peter Hedman, Suhib Alsisan, Richard Szeliski, and Johannes Kopf · 2017
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Single-image tomography: 3d volumes from 2d x-rays
Philipp Henzler, Volker Rassche, Timo Ropinski, and Tobias Ritschel · 2017
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Learning a multi-view stereo machine
Abhishek Kar, Christian Hne, and Jitendra Malik · 2017
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Soft 3d reconstruction for view synthesis
Eric Penner and Li Zhang · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Deepstereo: learning to predict new views from real world imagery, Mar. 13 2018
John Flynn, Keith Snavely, Ivan Neulander, and James Philbin · 2018
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Deep blending for free-viewpoint image-based rendering
Peter Hedman, Julien Philip, True Price, Jan-Michael Frahm, George Drettakis, and Gabriel Brostow · 2018
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Deep volumetric video from very sparse multi-view performance capture
Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, and Hao Li · 2018
Cited alongside, same era.
The making of welcome to light fields vr
Ryan S. Overbeck, Daniel Erickson, Daniel Evangelakos, and Paul Debevec · 2018
Cited alongside, same era.
The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
Cited alongside, same era.
Stereo magnification: learning view synthesis using multiplane images
Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, and Noah Snavely · 2018
Cited alongside, same era.
Stereo magnification: Learning view synthesis using multiplane images
Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, and Noah Snavely · 2018
Cited alongside, same era.
Grf: Learning a general radiance field for 3d representation and rendering
Alex Trevithick and Bo Yang · 2020
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Single-view view synthesis with multiplane images
Richard Tucker and Noah Snavely · 2020
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Novel view synthesis of dynamic scenes with globally coherent depths from a monocular camera
Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, and Jan Kautz · 2020
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T”orf: Time-of-flight radiance fields for dynamic scene view synthesis
Benjamin Attal, Eliot Laidlaw, Aaron Gokaslan, Changil Kim, and Matthew O’Toole · 2021
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Neural radiance flow for 4d view synthesis and video processing
Yilun Du, Yinan Zhang, Hong Xing Yu, Joshua B. Tenenbaum, and Jiajun Wu · 2021
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Learning implicit fields for generative shape modeling
Zhiqin Chen and Hao Zhang · 2019
Cited alongside, same era.
Extreme view synthesis
Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H Kim, and Jan Kautz · 2019
Cited alongside, same era.
Deepview: View synthesis with learned gradient descent
J. Flynn, M. Broxton, P. Debevec, M. Duvall, G. Fyffe, R. Overbeck, N. Snavely, and R. Tucker · 2019
Cited alongside, same era.
Occupancy networks: Learning 3d reconstruction in function space
Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, and Andreas Geiger · 2019
Cited alongside, same era.
Deep level sets: Implicit surface representations for 3d shape inference
Mateusz Michalkiewicz, Jhony K Pontes, Dominic Jack, Mahsa Baktashmotlagh, and Anders Eriksson · 2019
Cited alongside, same era.
Local light field fusion: Practical view synthesis with prescriptive sampling guidelines
Ben Mildenhall, Pratul P Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar · 2019
Cited alongside, same era.
Differentiable volumetric rendering: Learning implicit 3d representations without 3d supervision
Michael Niemeyer, Lars Mescheder, Michael Oechsle, and Andreas Geiger · 2019
Cited alongside, same era.
C. Gao, A. Saraf, J. Kopf, and J. B. Huang · 2021
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Neural scene flow fields for space-time view synthesis of dynamic scenes
Zhengqi Li, Simon Niklaus, Noah Snavely, and Oliver Wang · 2021
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Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
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Nerf in the wild: Neural radiance fields for unconstrained photo collections
Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy, and Daniel Duckworth · 2021
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Nerfies: Deformable neural radiance fields
Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, and Ricardo Martin-Brualla · 2021
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Hypernerf: A higher-dimensional representation for topologically varying neural radiance fields
Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, and Steven M Seitz · 2021
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D-nerf: Neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
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Non-rigid neural radiance fields: Reconstruction and novel view synthesis of a dynamic scene from monocular video
Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhfer, Christoph Lassner, and Christian Theobalt · 2021
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Argoverse 2: Next generation datasets for self-driving perception and forecasting
Benjamin Wilson, William Qi, Tanmay Agarwal, John Lambert, Jagjeet Singh, Siddhesh Khandelwal, Bowen Pan, Ratnesh Kumar, Andrew Hartnett, Jhony Kaesemodel Pontes, Deva Ramanan, Peter Carr, and James Hays · 2021
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Space-time neural irradiance fields for free-viewpoint video
Wenqi Xian, Jia Bin Huang, Johannes Kopf, and Changil Kim · 2021
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Star: Self-supervised tracking and reconstruction of rigid objects in motion with neural rendering
Wentao Yuan, Zhaoyang Lv, Tanner Schmidt, and Steven Lovegrove · 2021
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Nerf++: Analyzing and improving neural radiance fields
Kai Zhang, Gernot Riegler, Noah Snavely, and Vladlen Koltun · 2021
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Mip-nerf 360: Unbounded anti-aliased neural radiance fields
Jonathan T Barron, Ben Mildenhall, Dor Verbin, Pratul P Srinivasan, and Peter Hedman · 2022
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Physics-based inverse rendering using combined implicit and explicit geometries
G. Cai, K. Yan, Z. Dong, I. Gkioulekas, and S. Zhao · 2022
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Depth-supervised nerf: Fewer views and faster training for free
Kangle Deng, Andrew Liu, Jun-Yan Zhu, and Deva Ramanan · 2022
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Neuman: Neural human radiance field from a single video
W. Jiang, K. M. Yi, G. Samei, O. Tuzel, and A. Ranjan · 2022
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Panoptic neural fields: A semantic object-aware neural scene representation
A. Kundu, K. Genova, X. Yin, A. Fathi, C. Pantofaru, L. Guibas, A. Tagliasacchi, F. Dellaert, and T. Funkhouser · 2022
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Neural 3D video synthesis from multi-view video
Tianye Li, Mira Slavcheva, Michael Zollhoefer, Simon Green, Christoph Lassner, Changil Kim, Tanner Schmidt, Steven Lovegrove, Michael Goesele, Richard Newcombe, and Zhaoyang Lv · 2022
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Nerf in the dark: High dynamic range view synthesis from noisy raw images
B. Mildenhall, P. Hedman, R. Martin-Brualla, P. Srinivasan, and J. T. Barron · 2022
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Urban radiance fields
K. Rematas, A. Liu, P. P. Srinivasan, J. T. Barron, A. Tagliasacchi, T. Funkhouser, and V. Ferrari · 2022
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Block-nerf: Scalable large scene neural view synthesis
M. Tancik, V. Casser, X. Yan, S. Pradhan, B. Mildenhall, P. P. Srinivasan, J. T. Barron, and H. Kretzschmar · 2022
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Mega-nerf: Scalable construction of large-scale nerfs for virtual fly-throughs
H. Turki, D. Ramanan, and M. Satyanarayanan · 2022
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Fourier plenoctrees for dynamic radiance field rendering in real-time
L. Wang, J. Zhang, X. Liu, F. Zhao, Y. Zhang, Y. Zhang, M. Wu, L. Xu, and J. Yu · 2022
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Bungeenerf: Progressive neural radiance field for extreme multi-scale scene rendering
Yuanbo Xiangli, Linning Xu, Xingang Pan, Nanxuan Zhao, Anyi Rao, Christian Theobalt, Bo Dai, and Dahua Lin · 2022
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