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Learning Compositional Radiance Fields of Dynamic Human Heads

Learning Compositional Radiance Fields of Dynamic Human Heads

Computer Vision and Pattern Recognition (CVPR), 2020
17 December 2020
Ziyan Wang
Timur M. Bagautdinov
Stephen Lombardi
Shunsuke Saito
Jason M. Saragih
Jessica Hodgins
Michael Zollhöfer
    3DHAI4CE
ArXiv (abs)PDFHTML

Papers citing "Learning Compositional Radiance Fields of Dynamic Human Heads"

50 / 76 papers shown
UMA: Ultra-detailed Human Avatars via Multi-level Surface Alignment
UMA: Ultra-detailed Human Avatars via Multi-level Surface Alignment
Heming Zhu
Guoxing Sun
Christian Theobalt
Marc Habermann
3DH
489
0
0
02 Jun 2025
Template-free Articulated Gaussian Splatting for Real-time Reposable
  Dynamic View Synthesis
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View SynthesisNeural Information Processing Systems (NeurIPS), 2024
Diwen Wan
Yuxiang Wang
Ruijie Lu
Gang Zeng
3DGS
231
11
0
07 Dec 2024
GaussianHeads: End-to-End Learning of Drivable Gaussian Head Avatars
  from Coarse-to-fine Representations
GaussianHeads: End-to-End Learning of Drivable Gaussian Head Avatars from Coarse-to-fine RepresentationsACM Transactions on Graphics (TOG), 2024
Kartik Teotia
Hyeongwoo Kim
Pablo Garrido
Marc Habermann
Mohamed A. Elgharib
Christian Theobalt
3DGS
259
26
0
18 Sep 2024
Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with
  Anchor Gaussian Guided Texture Warping
Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
Tianhao Wu
Jing Yang
Zhilin Guo
Jingyi Wan
Fangcheng Zhong
Steven Chacko
3DGS
434
4
0
20 May 2024
GGAvatar: Geometric Adjustment of Gaussian Head Avatar
GGAvatar: Geometric Adjustment of Gaussian Head Avatar
Xinyang Li
Jiaxin Wang
Yixin Xuan
Gongxin Yao
Yu Pan
3DGS
266
3
0
20 May 2024
Dynamic NeRF: A Review
Dynamic NeRF: A Review
Jinwei Lin
334
6
0
14 May 2024
NeRFFaceSpeech: One-shot Audio-driven 3D Talking Head Synthesis via
  Generative Prior
NeRFFaceSpeech: One-shot Audio-driven 3D Talking Head Synthesis via Generative Prior
Gihoon Kim
Kwanggyoon Seo
Sihun Cha
Junyong Noh
DiffM3DH
358
8
0
09 May 2024
MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
Cong Wang
Di Kang
Heyi Sun
Shen-Han Qian
Zi-Xuan Wang
Linchao Bao
Song-Hai Zhang
3DGS
295
33
0
29 Apr 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from
  a Single Image
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single ImageComputer Vision and Pattern Recognition (CVPR), 2024
Chong Bao
Yinda Zhang
Yuan Li
Xiyu Zhang
Bangbang Yang
Hujun Bao
Marc Pollefeys
Guofeng Zhang
Zhaopeng Cui
DiffM
315
12
0
02 Apr 2024
MonoHair: High-Fidelity Hair Modeling from a Monocular Video
MonoHair: High-Fidelity Hair Modeling from a Monocular Video
Keyu Wu
Lingchen Yang
Zhiyi Kuang
Yao Feng
Xutao Han
Yuefan Shen
Hongbo Fu
Kun Zhou
Youyi Zheng
3DH
336
24
0
27 Mar 2024
Democratizing the Creation of Animatable Facial Avatars
Democratizing the Creation of Animatable Facial Avatars
Yilin Zhu
Dalton Omens
Haodi He
Ron Fedkiw
3DH
349
2
0
29 Jan 2024
PSAvatar: A Point-based Shape Model for Real-Time Head Avatar Animation
  with 3D Gaussian Splatting
PSAvatar: A Point-based Shape Model for Real-Time Head Avatar Animation with 3D Gaussian Splatting
Zhongyuan Zhao
Zhenyu Bao
Qing Li
Guoping Qiu
Kanglin Liu
3DGS
728
12
0
23 Jan 2024
INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned
  Hypernetworks with Neural Radiance Fields
INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned Hypernetworks with Neural Radiance Fields
Andrew Hou
Feng Liu
Zhiyuan Ren
Michel Sarkis
Ning Bi
Yiying Tong
Xiaoming Liu
CVBM
342
3
0
23 Dec 2023
A Local Appearance Model for Volumetric Capture of Diverse Hairstyle
A Local Appearance Model for Volumetric Capture of Diverse HairstyleInternational Conference on 3D Vision (3DV), 2023
Ziyan Wang
Giljoo Nam
Aljaz Bozic
Chen Cao
Jason M. Saragih
Michael Zollhoefer
Jessica Hodgins
3DH
193
3
0
14 Dec 2023
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
Jinxi Li
Ziyang Song
Bo Yang
3DH
265
32
0
11 Dec 2023
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human
  Rendering
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
Haokai Pang
Heming Zhu
Adam Kortylewski
Christian Theobalt
Marc Habermann
3DGS
391
113
0
10 Dec 2023
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic
  Gaussians
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic GaussiansIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yuelang Xu
Benwang Chen
Zhe Li
Hongwen Zhang
Lizhen Wang
Zerong Zheng
Yebin Liu
3DGS
436
57
0
05 Dec 2023
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural
  Radiance Field
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance FieldACM Transactions on Graphics (TOG), 2023
C. Carrino
Lizhen Wang
Jingxiang Sun
Hongwen Zhang
José A. R. Fonollosa
Yebin Liu
3DH
290
50
0
29 Sep 2023
Learning Disentangled Avatars with Hybrid 3D Representations
Learning Disentangled Avatars with Hybrid 3D Representations
Yao Feng
Weiyang Liu
Timo Bolkart
Jinlong Yang
Marc Pollefeys
Michael J. Black
3DH
200
46
0
12 Sep 2023
Learning Unified Decompositional and Compositional NeRF for Editable
  Novel View Synthesis
Learning Unified Decompositional and Compositional NeRF for Editable Novel View SynthesisIEEE International Conference on Computer Vision (ICCV), 2023
Yuxin Wang
Wayne Wu
Dan Xu
188
18
0
05 Aug 2023
Replay: Multi-modal Multi-view Acted Videos for Casual Holography
Replay: Multi-modal Multi-view Acted Videos for Casual HolographyIEEE International Conference on Computer Vision (ICCV), 2023
Roman Shapovalov
Yanir Kleiman
Ignacio Rocco
David Novotny
Andrea Vedaldi
Changan Chen
Filippos Kokkinos
Ben Graham
Natalia Neverova
166
9
0
22 Jul 2023
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural
  Radiance Fields
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance FieldsIEEE International Conference on Computer Vision (ICCV), 2023
Sung Ju Hwang
J. Hyung
Daejin Kim
Minjeong Kim
Jaegul Choo
3DHCLIPCVBM
369
17
0
21 Jul 2023
NOFA: NeRF-based One-shot Facial Avatar Reconstruction
NOFA: NeRF-based One-shot Facial Avatar ReconstructionInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023
Wang-Wang Yu
Yanbo Fan
Yong Zhang
Xuanxia Wang
Fei Yin
...
Yan-Pei Cao
Ying Shan
Yang Wu
Zhongqian Sun
Baoyuan Wu
3DH
236
58
0
07 Jul 2023
AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars
AvatarStudio: Text-driven Editing of 3D Dynamic Human Head AvatarsACM Transactions on Graphics (TOG), 2023
Mohit Mendiratta
Xingang Pan
Mohamed A. Elgharib
Kartik Teotia
Mallikarjun B R
A. Tewari
Vladislav Golyanik
Adam Kortylewski
Christian Theobalt
DiffM
239
37
0
01 Jun 2023
Template-free Articulated Neural Point Clouds for Reposable View
  Synthesis
Template-free Articulated Neural Point Clouds for Reposable View SynthesisNeural Information Processing Systems (NeurIPS), 2023
Lukas Uzolas
E. Eisemann
Petr Kellnhofer
3DH
417
15
0
30 May 2023
NCHO: Unsupervised Learning for Neural 3D Composition of Humans and
  Objects
NCHO: Unsupervised Learning for Neural 3D Composition of Humans and ObjectsIEEE International Conference on Computer Vision (ICCV), 2023
Taeksoo Kim
Forrest Iandola
Hanbyul Joo
3DH
314
16
0
23 May 2023
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion
HumanRF: High-Fidelity Neural Radiance Fields for Humans in MotionACM Transactions on Graphics (TOG), 2023
Mustafa Işık
Martin Rünz
Markos Georgopoulos
Taras Khakhulin
J. Starck
Lourdes Agapito
Matthias Nießner
3DH
587
205
0
10 May 2023
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head
  Avatar
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head AvatarInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023
Yuelang Xu
Hongwen Zhang
Lizhen Wang
Xiaochen Zhao
Han Huang
Guojun Qi
Yebin Liu
331
63
0
02 May 2023
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single
  Video
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single VideoInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023
Lizhen Wang
Xiaochen Zhao
Jingxiang Sun
Yuxiang Zhang
Hongwen Zhang
Tao Yu
Yebin Liu
3DH
248
66
0
01 May 2023
Implicit Neural Head Synthesis via Controllable Local Deformation Fields
Implicit Neural Head Synthesis via Controllable Local Deformation FieldsComputer Vision and Pattern Recognition (CVPR), 2023
Chuhan Chen
Matthew O'Toole
Gaurav Bharaj
Pablo Garrido
3DH
345
16
0
21 Apr 2023
Representing Volumetric Videos as Dynamic MLP Maps
Representing Volumetric Videos as Dynamic MLP MapsComputer Vision and Pattern Recognition (CVPR), 2023
Sida Peng
Yunzhi Yan
Qing Shuai
Hujun Bao
Xiaowei Zhou
274
70
0
13 Apr 2023
GANHead: Towards Generative Animatable Neural Head Avatars
GANHead: Towards Generative Animatable Neural Head AvatarsComputer Vision and Pattern Recognition (CVPR), 2023
Sijing Wu
Manwen Liao
Yunhao Li
Y. Cheng
Wenhan Zhu
Ke Gao
Xiaobo Li
Guangtao Zhai
3DH
223
27
0
08 Apr 2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
OmniAvatar: Geometry-Guided Controllable 3D Head SynthesisComputer Vision and Pattern Recognition (CVPR), 2023
Hongyi Xu
Guoxian Song
Zihang Jiang
Jianfeng Zhang
Yichun Shi
Jing Liu
Wan-Chun Ma
Jiashi Feng
Linjie Luo
277
43
0
27 Mar 2023
Generalizable Neural Voxels for Fast Human Radiance Fields
Generalizable Neural Voxels for Fast Human Radiance Fields
Taoran Yi
Jiemin Fang
Xinggang Wang
Wenyu Liu
3DH
234
10
0
27 Mar 2023
HQ3DAvatar: High Quality Controllable 3D Head Avatar
HQ3DAvatar: High Quality Controllable 3D Head Avatar
Kartik Teotia
R. MallikarjunB.
Xingang Pan
Hyeon-Joong Kim
Pablo Garrido
Mohamed A. Elgharib
Christian Theobalt
252
14
0
25 Mar 2023
Correspondence Distillation from NeRF-based GAN
Correspondence Distillation from NeRF-based GANInternational Journal of Computer Vision (IJCV), 2022
Yushi Lan
Chen Change Loy
Bo Dai
242
13
0
19 Dec 2022
PV3D: A 3D Generative Model for Portrait Video Generation
PV3D: A 3D Generative Model for Portrait Video GenerationInternational Conference on Learning Representations (ICLR), 2022
Eric Xu
Jianfeng Zhang
Jun Hao Liew
Wenqing Zhang
Song Bai
Jiashi Feng
Mike Zheng Shou
VGen
401
27
0
13 Dec 2022
SSDNeRF: Semantic Soft Decomposition of Neural Radiance Fields
SSDNeRF: Semantic Soft Decomposition of Neural Radiance Fields
Siddhant Ranade
Christoph Lassner
Keqin Li
Christian Haene
Shen-Chi Chen
Jean-Charles Bazin
Sofien Bouaziz
216
10
0
07 Dec 2022
NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and
  Animation
NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and AnimationComputer Vision and Pattern Recognition (CVPR), 2022
Ziyan Wang
Giljoo Nam
Tuur Stuyck
Stephen Lombardi
Chen Cao
Jason M. Saragih
Michael Zollhoefer
Jessica Hodgins
Christoph Lassner
3DH
265
29
0
01 Dec 2022
DINER: Depth-aware Image-based NEural Radiance fields
DINER: Depth-aware Image-based NEural Radiance fieldsComputer Vision and Pattern Recognition (CVPR), 2022
Malte Prinzler
Otmar Hilliges
Justus Thies
3DH
191
22
0
29 Nov 2022
NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields
NeRFFaceEditing: Disentangled Face Editing in Neural Radiance FieldsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022
Kaiwen Jiang
Shu-Yu Chen
Feng-Lin Liu
Hongbo Fu
Lin Gao
3DHCVBM
268
53
0
15 Nov 2022
gCoRF: Generative Compositional Radiance Fields
gCoRF: Generative Compositional Radiance FieldsInternational Conference on 3D Vision (3DV), 2022
Mallikarjun Br
A. Tewari
Xingang Pan
Mohamed A. Elgharib
Christian Theobalt
3DV
203
3
0
31 Oct 2022
HDHumans: A Hybrid Approach for High-fidelity Digital Humans
HDHumans: A Hybrid Approach for High-fidelity Digital HumansProceedings of the ACM on Computer Graphics and Interactive Techniques (CGIT), 2022
Marc Habermann
Lingjie Liu
Weipeng Xu
Gerard Pons-Moll
Michael Zollhoefer
Christian Theobalt
3DH
339
19
0
21 Oct 2022
MonoNHR: Monocular Neural Human Renderer
MonoNHR: Monocular Neural Human RendererInternational Conference on 3D Vision (3DV), 2022
Hongsuk Choi
Gyeongsik Moon
M. Armando
Vincent Leroy
Kyoung Mu Lee
Grégory Rogez
3DH
247
19
0
02 Oct 2022
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling
3DMM-RF: Convolutional Radiance Fields for 3D Face ModelingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Stathis Galanakis
Baris Gecer
Alexandros Lattas
Stefanos Zafeiriou
CVBM3DH
288
15
0
15 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation
3DFaceShop: Explicitly Controllable 3D-Aware Portrait GenerationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Junshu Tang
Bo Zhang
Binxin Yang
Ting Zhang
Dong Chen
Lizhuang Ma
Fang Wen
3DH
408
33
0
12 Sep 2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction
  and Expression Editing
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression EditingACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022
Jingbo Zhang
Xiaoyu Li
Bo Liu
Can Wang
Jing Liao
3DHCVBM
400
46
0
11 Aug 2022
Multiface: A Dataset for Neural Face Rendering
Multiface: A Dataset for Neural Face Rendering
Cheng-hsin Wuu
N. Zheng
Scott Ardisson
Rohan Bali
Danielle Belko
...
Xinshuo Weng
David Whitewolf
Chenglei Wu
Shoou-I Yu
Yaser Sheikh
3DHCVBM
383
109
0
22 Jul 2022
Generative Neural Articulated Radiance Fields
Generative Neural Articulated Radiance FieldsNeural Information Processing Systems (NeurIPS), 2022
Alexander W. Bergman
Petr Kellnhofer
Yifan Wang
E. R. Chan
David B. Lindell
Gordon Wetzstein
3DH
447
137
0
28 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
Physics Informed Neural Fields for Smoke Reconstruction with Sparse DataACM Transactions on Graphics (TOG), 2022
Mengyu Chu
Lingjie Liu
Q. Zheng
Erik Franz
Hans-Peter Seidel
Christian Theobalt
Rhaleb Zayer
AI4CE
271
89
0
14 Jun 2022
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