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We present dynamic neural radiance fields for modeling the appearance and dynamics of a human face.
A morphable model for the synthesis of 3D faces
Volker Blanz and Thomas Vetter · 1999
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Reanimating faces in images and video
Volker Blanz, Curzio Basso, Tomaso Poggio, and Thomas Vetter · 2003
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Exchanging faces in images
Volker Blanz, Kristina Scherbaum, Thomas Vetter, and Hans-Peter Seidel · 2004
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Image quality assessment: from error visibility to structural similarity
Zhou Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli · 2004
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Face/Off: live facial puppetry
Thibaut Weise, Hao Li, Luc J. Van Gool, and Mark Pauly · 2009
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High-quality passive facial performance capture using anchor frames
Thabo Beeler, Fabian Hahn, Derek Bradley, Bernd Bickel, Paul Beardsley, Craig Gotsman, Robert W. Sumner, and Markus Gross · 2011
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Realtime performance-based facial animation
Thibaut Weise, Sofien Bouaziz, Hao Li, and Mark Pauly · 2011
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Online modeling for realtime facial animation
Sofien Bouaziz, Yangang Wang, and Mark Pauly · 2013
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Accurate and robust 3d facial capture using a single rgbd camera
Yen-Lin Chen, Hsiang-Tao Wu, Fuhao Shi, Xin Tong, and Jinxiang Chai · 2013
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Realtime facial animation with on-the-fly correctives
Hao Li, Jihun Yu, Yuting Ye, and Chris Bregler · 2013
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Automatic face reenactment
Pablo Garrido, Levi Valgaerts, Ole Rehmsen, Thorsten Thormaehlen, Patrick Perez, and Christian Theobalt · 2014
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2014
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VDub - modifying face video of actors for plausible visual alignment to a dubbed audio track
Pablo Garrido, Levi Valgaerts, Hamid Sarmadi, Ingmar Steiner, Kiran Varanasi, Patrick Perez, and Christian Theobalt · 2015
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Unconstrained realtime facial performance capture
Pei-Lun Hsieh, Chongyang Ma, Jihun Yu, and Hao Li · 2015
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Single-view hair modeling using a hairstyle database
Liwen Hu, Chongyang Ma, Linjie Luo, and Hao Li · 2015
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Dynamic 3d avatar creation from hand-held video input
Alexandru Eugen Ichim, Sofien Bouaziz, and Mark Pauly · 2015
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Real-time expression transfer for facial reenactment
Justus Thies, Michael Zollhöfer, Matthias Nießner, Levi Valgaerts, Marc Stamminger, and Christian Theobalt · 2015
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Face2face: Real-time face capture and reenactment of rgb videos
J. Thies, M. Zollhöfer, M. Stamminger, C. Theobalt, and M. Nießner · 2016
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Bringing portraits to life
Hadar Averbuch-Elor, Daniel Cohen-Or, Johannes Kopf, and Michael F. Cohen · 2017
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Avatar digitization from a single image for real-time rendering
Liwen Hu, Shunsuke Saito, Lingyu Wei, Koki Nagano, Jaewoo Seo, Jens Fursund, Iman Sadeghi, Carrie Sun, Yen-Chun Chen, and Hao Li · 2017
Cited alongside, same era.
Practical dynamic facial appearance modeling and acquisition
Paulo Gotardo, Jérémy Riviere, Derek Bradley, Abhijeet Ghosh, and Thabo Beeler · 2018
First order motion model for image animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, and Nicu Sebe · 2019
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Deepvoxels: Learning persistent 3d feature embeddings
V. Sitzmann, J. Thies, F. Heide, M. Nießner, G. Wetzstein, and M. Zollhöfer · 2019
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Scene representation networks: Continuous 3d-structure-aware neural scene representations
Vincent Sitzmann, Michael Zollhöfer, and Gordon Wetzstein · 2019
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Deferred neural rendering: Image synthesis using neural textures
Justus Thies, Michael Zollhöfer, and Matthias Nießner · 2019
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Few-shot adversarial learning of realistic neural talking head models
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, and Victor Lempitsky · 2019
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Puppeteergan: Arbitrary portrait animation with semantic-aware appearance transformation
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Deep video portraits
Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Nießner, Patrick Pérez, Christian Richardt, Michael Zollöfer, and Christian Theobalt · 2018
Cited alongside, same era.
FaceVR: Real-time gaze-aware facial reenactment in virtual reality
J. Thies, M. Zollhöfer, M. Stamminger, C. Theobalt, and M. Nießner · 2018
Cited alongside, same era.
HeadOn: Real-time reenactment of human portrait videos
J. Thies, M. Zollhöfer, M. Stamminger, C. Theobalt, and M. Nießner · 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
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Hairnet: Single-view hair reconstruction using convolutional neural networks
Yi Zhou, Liwen Hu, Jun Xing, Weikai Chen, Han-Wei Kung, Xin Tong, and Hao Li · 2018
Cited alongside, same era.
State of the Art on Monocular 3D Face Reconstruction, Tracking, and Applications
M. Zollhöfer, J. Thies, P. Garrido, D. Bradley, T. Beeler, P. Pérez, M. Stamminger, M. Nießner, and C. Theobalt · 2018
Cited alongside, same era.
Zhuo Chen, Chaoyue Wang, Bo Yuan, and Dacheng Tao · 2020
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Neural sparse voxel fields
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, and Christian Theobalt · 2020
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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 · 2020
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Nerf: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, and Ren Ng · 2020
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Implicit neural representations with periodic activation functions
Vincent Sitzmann, Julien N.P. Martel, Alexander W. Bergman, David B. Lindell, and Gordon Wetzstein · 2020
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Fourier features let networks learn high frequency functions in low dimensional domains
Matthew Tancik, Pratul P. Srinivasan, Ben Mildenhall, Sara Fridovich-Keil, Nithin Raghavan, Utkarsh Singhal, Ravi Ramamoorthi, Jonathan T. Barron, and Ren Ng · 2020
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State of the art on neural rendering
A. Tewari, O. Fried, J. Thies, V. Sitzmann, S. Lombardi, K. Sunkavalli, R. Martin-Brualla, T. Simon, J. Saragih, M. Nießner, R. Pandey, S. Fanello, G. Wetzstein, J.-Y. Zhu, C. Theobalt, M. Agrawala, E. Shechtman, D. B Goldman, and M. Zollhöfer · 2020
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Neural voice puppetry: Audio-driven facial reenactment
Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, and Matthias Nießner · 2020
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Deep 3d portrait from a single image
Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, and Xin Tong · 2020
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