Neural Deformable Voxel Grid for Fast Optimization of Dynamic View Synthesis

15 June 2022

Xiang Guo

Guanying Chen

Yuchao Dai

Xiaoqing Ye

Jiadai Sun

Xiao Tan

Errui Ding

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Papers citing "Neural Deformable Voxel Grid for Fast Optimization of Dynamic View Synthesis"

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Title
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 195 1 0 17 Feb 2025
GauFRe: Gaussian Deformation Fields for Real-time Dynamic Novel View Synthesis Yiqing Liang Numair Khan Zhengqin Li Thu Nguyen-Phuoc Douglas Lanman James Tompkin Lei Xiao 3DGS 109 49 0 17 Jan 2025
Dynamic Appearance Particle Neural Radiance Field Ancheng Lin Jun Li Jun Li Mukesh Prasad 48 2 0 11 Oct 2023
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes Jia-Wei Liu Yan-Pei Cao Weijia Mao Wenqiao Zhang David Junhao Zhang Jussi Keppo Ying Shan Xiaohu Qie Mike Zheng Shou 199 112 0 31 May 2022
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels Jiemin Fang Taoran Yi Xinggang Wang Lingxi Xie Xiaopeng Zhang Wenyu Liu Matthias Nießner Qi Tian VGen 166 296 0 30 May 2022
V4D: Voxel for 4D Novel View Synthesis Wanshui Gan Hongbin Xu Yi Huang Shifeng Chen Naoto Yokoya 52 42 0 28 May 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 277 3,970 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 239 1,634 0 09 Dec 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 113 1,063 0 22 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 97 446 0 10 Nov 2021
TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering Martin Piala R. Clark 62 79 0 05 Nov 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields Keunhong Park U. Sinha Peter Hedman Jonathan T. Barron Sofien Bouaziz Dan B. Goldman Ricardo Martín Brualla S. M. Seitz 68 226 0 24 Jun 2021
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination Xiuming Zhang Pratul P. Srinivasan Boyang Deng P. Debevec William T. Freeman Jonathan T. Barron DiffM 57 155 0 03 Jun 2021
Dynamic View Synthesis from Dynamic Monocular Video Chen Gao Ayush Saraf Johannes Kopf Jia-Bin Huang 116 406 0 13 May 2021
Neural Trajectory Fields for Dynamic Novel View Synthesis Chaoyang Wang Benjamin Eckart Simon Lucey Orazio Gallo 68 74 0 12 May 2021
BARF: Bundle-Adjusting Neural Radiance Fields Chen-Hsuan Lin Wei-Chiu Ma Antonio Torralba Simon Lucey 118 718 0 13 Apr 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 96 795 0 29 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 84 1,066 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 49 818 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 80 1,945 0 24 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 75 637 0 18 Mar 2021
DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks Thomas Neff P. Stadlbauer Mathias Parger A. Kurz J. H. Mueller C. R. A. Chaitanya Anton Kaplanyan M. Steinberger 73 299 0 04 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 79 292 0 02 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 88 786 0 25 Feb 2021
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Christoph Lassner Christian Theobalt 3DH 158 495 0 22 Dec 2020
Neural Radiance Flow for 4D View Synthesis and Video Processing Yilun Du Yinan Zhang Hong-Xing Yu J. Tenenbaum Jiajun Wu AI4CE 59 269 0 17 Dec 2020
INeRF: Inverting Neural Radiance Fields for Pose Estimation Yen-Chen Lin Peter R. Florence Jonathan T. Barron Alberto Rodriguez Phillip Isola Nayeon Lee 105 451 0 10 Dec 2020
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis Pratul P. Srinivasan Boyang Deng Xiuming Zhang Matthew Tancik B. Mildenhall Jonathan T. Barron 70 599 0 07 Dec 2020
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 64 512 0 07 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 160 1,723 0 03 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering David B. Lindell Julien N. P. Martel Gordon Wetzstein 62 267 0 03 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 99 1,414 0 27 Nov 2020
Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes Zhengqi Li Simon Niklaus Noah Snavely Oliver Wang 107 797 0 26 Nov 2020
Space-time Neural Irradiance Fields for Free-Viewpoint Video Wenqi Xian Jia-Bin Huang Johannes Kopf Changil Kim 3DH 123 452 0 25 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 122 1,123 0 25 Nov 2020
DeRF: Decomposed Radiance Fields Daniel Rebain Wei Jiang S. Yazdani Ke Li K. M. Yi Andrea Tagliasacchi 78 204 0 25 Nov 2020
Stable View Synthesis Gernot Riegler V. Koltun 89 215 0 14 Nov 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 73 1,035 0 15 Oct 2020
GRF: Learning a General Radiance Field for 3D Representation and Rendering Alex Trevithick Bo Yang 3DV 3DH 60 230 0 09 Oct 2020
Semantic View Synthesis Hsin-Ping Huang Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang 181 33 0 24 Aug 2020
Generative View Synthesis: From Single-view Semantics to Novel-view Images T. Habtegebrial Varun Jampani Orazio Gallo D. Stricker 56 16 0 20 Aug 2020
Free View Synthesis Gernot Riegler V. Koltun 61 355 0 12 Aug 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 110 1,476 0 05 Aug 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 249 1,261 0 22 Jul 2020
Single-View View Synthesis with Multiplane Images Richard Tucker Noah Snavely 63 342 0 23 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 65 466 0 08 Apr 2020
Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera Jae Shin Yoon Kihwan Kim Orazio Gallo H. Park Jan Kautz MDE 3DV 48 166 0 02 Apr 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 100 2,601 0 19 Mar 2020
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination Pratul P. Srinivasan B. Mildenhall Matthew Tancik Jonathan T. Barron Richard Tucker Noah Snavely 3DV 53 94 0 18 Mar 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 69 989 0 16 Dec 2019