Neural Head Avatars from Monocular RGB Videos Philip-William Grassal1∗ Malte Prinzler1∗ Matthias Nießner2 Titus Leistner1 Justus Thies3 Carsten Rother1 1Heidelberg University 2Technical University of Munich 3Max Planck Institute for Intelligent Systems Monocular RGB Video Neural Head Avatar ...
We present Neural Head Avatars, a novel neural representation that explicitly models the surface geometry and appearance of an animatable human avatar that can be used for teleconferencing in AR/VR or other applications in the movie or games industry that rely on a digital human. Our representation...
Neural head avatars from monocular rgb videos. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 18653±18664, 2022. 2 [17] Jiatao Gu, Lingjie Liu, Peng Wang, and Christian Theobalt. Stylenerf: A style-based 3d-aware genera- tor ...
Project Page & Video:https://gafniguy.github.io/4D-Facial-Avatars/ If you find our work useful, please include the following citation: @InProceedings{Gafni_2021_CVPR, author = {Gafni, Guy and Thies, Justus and Zollh{\"o}fer, Michael and Nie{\ss}ner, Matthias}, title = {Dynamic Neur...
Neural Re-Rendering of Humans from a Single Image. Kripasindhu Sarkar, Dushyant Mehta, Weipeng Xu, Vladislav Golyanik, Christian Theobalt. ECCV 2020. [PDF] Monocular Differentiable Rendering for Self-Supervised 3D Object Detection. Deniz Beker, Hiroharu Kato, Mihai Adrian Morariu, Takahiro Ando,...
The original neural radiance field (NeRF) allowed for impressive novel view synthesis of static heads when trained on a set of multi-view images, and follow up methods showed that these neural representations can be extended to dynamic avatars. Recently, new variants also surpassed the usual draw...
, 2021) offer a new fascinating way of creating virtual head models. They bypass the complexity of realistic physics-based modeling of human avatars by learning the shape and appearance directly from the videos of talking people. Over the last several years, methods that can create realistic ...
6 [52] Yufeng Zheng, Victoria Ferna´ndez Abrevaya, Marcel C Bu¨hler, Xu Chen, Michael J Black, and Otmar Hilliges. Im avatar: Implicit morphable head avatars from videos. In IEEE CVPR, pages 13545–13555, 2022. 2 12416 http-equiv="content-type" ...
[arXiv] UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Video 丨[Project Page] [arXiv] FDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models 丨[Code] [arXiv] AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars 丨[Proj...
ANIM enables human shape reconstruction with higher accuracy and without shape distortions compared to the state-of- the-art methods based on monocular RGB-D or RGB input. and, consequently, the accuracy of the reconstruction meth- ods, especially when reconstructing ...