Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction

5 December 2020

G. Gafni

Justus Thies

Michael Zollhöfer

Matthias Nießner

3DH

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Papers citing "Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction"

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Title
High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors Yun-Hao Bai Yanbo Fan Xuanxia Wang Yong Zhang Jingxiang Sun Chun Yuan Ying Shan 3DH 95 33 0 28 Nov 2022
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments Leif Van Holland P. Stotko S. Krumpen Reinhard Klein Michael Weinmann 3DH 168 4 0 25 Nov 2022
Dynamic Neural Portraits M. Doukas Stylianos Ploumpis Stefanos Zafeiriou 3DH 50 1 0 25 Nov 2022
ScanNeRF: a Scalable Benchmark for Neural Radiance Fields Luca de Luigi Damiano Bolognini Federico Domeniconi Daniele De Gregorio Matteo Poggi Luigi Di Stefano 92 17 0 24 Nov 2022
AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels Yuelang Xu Lizhen Wang Xiaochen Zhao Hongwen Zhang Yebin Liu 3DH 140 72 0 23 Nov 2022
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields Peng Wang Lingzhe Zhao Rui Ma Peidong Liu 116 87 0 23 Nov 2022
Instant Volumetric Head Avatars Wojciech Zielonka Timo Bolkart Justus Thies 3DH 119 133 0 22 Nov 2022
MagicPony: Learning Articulated 3D Animals in the Wild Shangzhe Wu Ruining Li Tomas Jakab Christian Rupprecht Andrea Vedaldi ViT 120 84 0 22 Nov 2022
Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition Jiaxiang Tang Kaisiyuan Wang Hang Zhou Xiaokang Chen Dongliang He Tianshu Hu Jingtuo Liu Gang Zeng Jingdong Wang 3DH 100 95 0 22 Nov 2022
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars Jingxiang Sun Xuanxia Wang Lizhen Wang Xiaoyu Li Yong Zhang Hongwen Zhang Yebin Liu 3DH 153 125 0 21 Nov 2022
FLNeRF: 3D Facial Landmarks Estimation in Neural Radiance Fields Hao Zhang Tianyuan Dai Yu-Wing Tai Chi-Keung Tang 3DH CVBM 157 2 0 21 Nov 2022
SPACE: Speech-driven Portrait Animation with Controllable Expression Siddharth Gururani Arun Mallya Ting-Chun Wang Rafael Valle Xuan Li VGen 89 49 0 17 Nov 2022
UMFuse: Unified Multi View Fusion for Human Editing applications R. Jain Mayur Hemani Duygu Ceylan Krishna Kumar Singh Jingwan Lu Mausooom Sarkar Balaji Krishnamurthy 96 1 0 17 Nov 2022
CoNFies: Controllable Neural Face Avatars Heng Yu Koichiro Niinuma László A. Jeni 3DH CVBM 61 6 0 16 Nov 2022
NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields Kaiwen Jiang Shu-Yu Chen Feng-Lin Liu Hongbo Fu Lin Gao 3DH CVBM 78 46 0 15 Nov 2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 148 40 0 27 Oct 2022
A Survey on Deep Generative 3D-aware Image Synthesis Weihao Xia Jing-Hao Xue 3DV 169 24 0 25 Oct 2022
Monocular Dynamic View Synthesis: A Reality Check Han Gao Ruilong Li Shubham Tulsiani Bryan C. Russell Angjoo Kanazawa 100 137 0 24 Oct 2022
Compressing Explicit Voxel Grid Representations: fast NeRFs become also small C. Deng Enzo Tartaglione GNN 99 56 0 23 Oct 2022
HDHumans: A Hybrid Approach for High-fidelity Digital Humans Marc Habermann Lingjie Liu Weipeng Xu Gerard Pons-Moll Michael Zollhoefer Christian Theobalt 3DH 133 12 0 21 Oct 2022
Photo-realistic 360 Head Avatars in the Wild Stanislaw Szymanowicz V. Estellers T. Baltrušaitis Matthew W. Johnson 79 3 0 20 Oct 2022
AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars Yue Wu Yu Deng Jiaolong Yang Fangyun Wei Qifeng Chen Xin Tong 3DH CVBM 98 54 0 12 Oct 2022
Reconstructing Personalized Semantic Facial NeRF Models From Monocular Video Xuan Gao Chenglai Zhong Jun Xiang Yang Hong Yudong Guo Juyong Zhang 3DH CVBM 156 143 0 12 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 103 12 0 11 Oct 2022
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 127 22 0 06 Oct 2022
Implicit Warping for Animation with Image Sets Arun Mallya Ting-Chun Wang Xuan Li VGen 193 48 0 04 Oct 2022
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis Haomiao Ni Yihao Liu Sharon X. Huang Yuan Xue 84 11 0 02 Oct 2022
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review K. Gao Yina Gao Hongjie He Dening Lu Linlin Xu Jonathan Li 183 218 0 01 Oct 2022
PREF: Predictability Regularized Neural Motion Fields Liangchen Song Xuan Gong Benjamin Planche Meng Zheng David Doermann Junsong Yuan Terrence Chen Ziyan Wu 125 13 0 21 Sep 2022
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling Stathis Galanakis Baris Gecer Alexandros Lattas Stefanos Zafeiriou CVBM 3DH 125 13 0 15 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 134 20 0 12 Sep 2022
SIRA: Relightable Avatars from a Single Image Pol Caselles Eduard Ramon Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer G. Triginer 3DH 98 13 0 07 Sep 2022
Cross-Spectral Neural Radiance Fields Matteo Poggi Pierluigi Zama Ramirez Fabio Tosi Samuele Salti S. Mattoccia Luigi Di Stefano 77 34 0 01 Sep 2022
Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation Jichao Zhang Aliaksandr Siarohin Yahui Liu Hao Tang N. Sebe Wei Wang CVBM 3DH AI4CE 100 10 0 26 Aug 2022
Fast Learning Radiance Fields by Shooting Much Fewer Rays Wenyuan Zhang Ruofan Xing Yunfan Zeng Yu-Shen Liu Kanle Shi Zhizhong Han AI4CE 108 40 0 14 Aug 2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing Jingbo Zhang Xiaoyu Li Bo Liu Can Wang Jing Liao 3DH CVBM 162 42 0 11 Aug 2022
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations Stephan J. Garbin Marek Kowalski V. Estellers Stanislaw Szymanowicz Shideh Rezaeifar Jingjing Shen Matthew W. Johnson Julien P. C. Valentin 3DH AI4CE 84 45 0 01 Aug 2022
End-to-end View Synthesis via NeRF Attention Zelin Zhao Jiaya Jia 110 8 0 29 Jul 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset Haoning Zhu Wayne Wu Wentao Zhu Liming Jiang Siwei Tang Li Zhang Ziwei Liu Chen Change Loy 174 194 0 25 Jul 2022
Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis Shuai Shen Wanhua Li Zhengbiao Zhu Yueqi Duan Jie Zhou Jiwen Lu CVBM 113 115 0 24 Jul 2022
Neural-Sim: Learning to Generate Training Data with NeRF Yunhao Ge Harkirat Singh Behl Lyne Tchapmi Suriya Gunasekar Neel Joshi Ya-heng Song Xin Eric Wang Laurent Itti Vibhav Vineet 254 34 0 22 Jul 2022
MegaPortraits: One-shot Megapixel Neural Head Avatars Nikita Drobyshev Jenya Chelishev Taras Khakhulin Aleksei Ivakhnenko Victor Lempitsky Egor Zakharov 130 122 0 15 Jul 2022
SNeRF: Stylized Neural Implicit Representations for 3D Scenes Thu Nguyen-Phuoc Feng Liu Lei Xiao 113 33 0 05 Jul 2022
Neural Parameterization for Dynamic Human Head Editing Li Ma Xiaoyu Li J. Liao Xuan Wang Tao Gui Jue Wang Pedro Sander 3DH 240 21 0 01 Jul 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou Hao Tang Gordon Wetzstein Leonidas Guibas Luc Van Gool Radu Timofte 172 20 0 29 Jun 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 200 115 0 28 Jun 2022
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera Viktor Rudnev Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik VGen 241 102 0 23 Jun 2022
EyeNeRF: A Hybrid Representation for Photorealistic Synthesis, Animation and Relighting of Human Eyes Gengyan Li Abhimitra Meka F. Müller Marcel C. Bühler Otmar Hilliges Thabo Beeler 3DH 80 17 0 16 Jun 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 153 107 0 16 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 111 64 0 14 Jun 2022