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We propose NeuFace, a 3D face mesh pseudo annotation method on videos via neural re-parameterized optimization.
The mean field theory in em procedures for blind markov random field image restoration
Jun Zhang · 1993
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A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Face recognition based on fitting a 3d morphable model
V. Blanz and T. Vetter · 2003
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Component-based face recognition with 3d morphable models
Benjamin Weyrauch, Bernd Heisele, Jennifer Huang, and Volker Blanz · 2004
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A 3d face model for pose and illumination invariant face recognition
P. Paysan, R. Knothe, B. Amberg, S. Romdhani, and T. Vetter · 2009
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An augmented lagrangian approach to the constrained optimization formulation of imaging inverse problems
Manya V Afonso, José M Bioucas-Dias, and Mário AT Figueiredo · 2010
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A 3-d audio-visual corpus of affective communication
Gabriele Fanelli, Juergen Gall, Harald Romsdorfer, Thibaut Weise, and Luc Van Gool · 2010
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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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Continuous inference in graphical models with polynomial energies
Mathieu Salzmann · 2013
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Fitting 3d morphable face models using local features
Patrik Huber, Zhen-Hua Feng, William Christmas, Josef Kittler, and Matthias Rätsch · 2015
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Panoptic studio: A massively multiview system for social motion capture
Hanbyul Joo, Hao Liu, Lei Tan, Lin Gui, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, and Yaser Sheikh · 2015
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Deep learning face attributes in the wild
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou. Tang · 2015
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Deep face recognition
Omkar M. Parkhi, Andrea Vedaldi, and Andrew Zisserman · 2015
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Learning structured output representation using deep conditional generative models
Kihyuk Sohn, Xinchen Yan, and Honglak Lee · 2015
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Real-time expression transfer for facial reenactment
Justus Thies, M. Zollhöfer, M. Nießner, L. Valgaerts, M. Stamminger, and C. Theobalt · 2015
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Regressing robust and discriminative 3D morphable models with a very deep neural network
Anh Tu an Trãn, Tal Hassner, Iacopo Masi, and Gérard Medioni · 2016
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On construction of a reliable ground truth for evaluation of visual slam algorithms
Jan Bayer, Petr Čížek, and Jan Faigl · 2016
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Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image
Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, and Michael J. Black · 2016
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300 faces in-the-wild challenge: Database and results
Christos Sagonas, Epameinondas Antonakos, Georgios Tzimiropoulos, Stefanos Zafeiriou, and Maja Pantic · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, M. Zollhöfer, M. Stamminger, C. Theobalt, and M. Nießner · 2016
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How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Learning a model of facial shape and expression from 4D scans
Tianye Li, Timo Bolkart, Michael. J. Black, Hao Li, and Javier Romero · 2017
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Voxceleb: a large-scale speaker identification dataset
A. Nagrani, J. S. Chung, and A. Zisserman · 2017
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Regressing robust and discriminative 3d morphable models with a very deep neural network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, and Gérard Medioni · 2017
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VGGFace2: A dataset for recognising faces across pose and age
Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, and Andrew Zisserman · 2018
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Voxceleb2: Deep speaker recognition
Joon Son Chung, Arsha Nagrani, and Andrew Zisserman · 2018
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Joint 3d face reconstruction and dense alignment with position map regression network
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, and Xi Zhou · 2018
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Total capture: A 3d deformation model for tracking faces, hands, and bodies
Hanbyul Joo, Tomas Simon, and Yaser Sheikh · 2018
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Deep video portraits
Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Niessner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, and Christian Theobalt · 2018
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Towards understanding the role of over-parametrization in generalization of neural networks
Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli, Yann LeCun, and Nathan Srebro · 2018
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Generating 3D faces using convolutional mesh autoencoders
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, and Michael J. Black · 2018
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Faceforensics: A large-scale video dataset for forgery detection in human faces
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 2018
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Learning temporal 3d human pose estimation with pseudo-labels
Arij Bouazizi, Ulrich Kressel, and Vasileios Belagiannis · 2021
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Global minima of overparameterized neural networks
Yaim Cooper · 2021
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Id-reveal: Identity-aware deepfake video detection
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, and Luisa Verdoliva · 2021
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Reconstructing 3d human pose by watching humans in the mirror
Qi Fang, Qing Shuai, Junting Dong, Hujun Bao, and Xiaowei Zhou · 2021
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Learning an animatable detailed 3D face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J. Black, and Timo Bolkart · 2021
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Acav100m: Automatic curation of large-scale datasets for audio-visual video representation learning
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, and Yale Song · 2021
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Headon: Real-time reenactment of human portrait videos
Justus Thies, Michael Zollhöfer, Christian Theobalt, Marc Stamminger, and Matthias Niessner · 2018
Cited alongside, same era.
State of the art on monocular 3d face reconstruction, tracking, and applications
Michael Zollhöfer, Justus Thies, Darek Bradley, Pablo Garrido, Thabo Beeler, Patrick Péerez, Marc Stamminger, Matthias Nießner, and Christian Theobalt · 2018
Cited alongside, same era.
A convergence theory for deep learning via over-parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, and Zhao Song · 2019
Cited alongside, same era.
Capture, learning, and synthesis of 3D speaking styles
Daniel Cudeiro, Timo Bolkart, Cassidy Laidlaw, Anurag Ranjan, and Michael Black · 2019
Cited alongside, same era.
Ganfit: Generative adversarial network fitting for high fidelity 3d face reconstruction
Baris Gecer, Stylianos Ploumpis, Irene Kotsia, and Stefanos Zafeiriou · 2019
Cited alongside, same era.
Resolving 3D human pose ambiguities with 3D scene constraints
Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, and Michael J. Black · 2019
Cited alongside, same era.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Cited alongside, same era.
Later among the works it cites.
Pixel codec avatars
Shugao Ma, Tomas Simon, Jason Saragih, Dawei Wang, Yuecheng Li, Fernando De la Torre, and Yaser Sheikh · 2021
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On self-contact and human pose
Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, and Michael J. Black · 2021
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Humor: 3d human motion model for robust pose estimation
Davis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang, Srinath Sridhar, and Leonidas J. Guibas · 2021
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Meshtalk: 3d face animation from speech using cross-modality disentanglement
Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando de la Torre, and Yaser Sheikh · 2021
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One-shot free-view neural talking-head synthesis for video conferencing
Ting-Chun Wang, Arun Mallya, and Ming-Yu Liu · 2021
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Fake it till you make it: Face analysis in the wild using synthetic data alone
Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Sebastian Dziadzio, Matthew Johnson, Virginia Estellers, Tom Cashman, and Jamie Shotton · 2021
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Humbi: A large multiview dataset of human body expressions and benchmark challenge
Jae Shin Yoon, Zhixuan Yu, Jaesik Park, and Hyun Park · 2021
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Cross-attention of disentangled modalities for 3d human mesh recovery with transformers
Junhyeong Cho, Kim Youwang, and Tae-Hyun Oh · 2022
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EMOCA: Emotion driven monocular face capture and animation
Radek Danecek, Michael J. Black, and Timo Bolkart · 2022
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Towards racially unbiased skin tone estimation via scene disambiguation
Haiwen Feng, Timo Bolkart, Joachim Tesch, Michael J. Black, and Victoria Abrevaya · 2022
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Capturing and inferring dense full-body human-scene contact
Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, and Michael J. Black · 2022
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Realistic one-shot mesh-based head avatars
Taras Khakhulin, Vanessa Sklyarova, Victor Lempitsky, and Egor Zakharov · 2022
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Stableface: Analyzing and improving motion stability for talking face generation
Jun Ling, Xu Tan, Liyang Chen, Runnan Li, Yuchao Zhang, Sheng Zhao, and Li Song · 2022
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Learning audio-video modalities from image captions
Arsha Nagrani, Paul Hongsuck Seo, Bryan Seybold, Anja Hauth, Santiago Manen, Chen Sun, and Cordelia Schmid · 2022
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Learning to listen: Modeling non-deterministic dyadic facial motion
Evonne Ng, Hanbyul Joo, Liwen Hu, Hao Li, , Trevor Darrell, Angjoo Kanazawa, and Shiry Ginosar · 2022
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3d face reconstruction with dense landmarks
Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljevic, Daniel Wilde, Stephan Garbin, Chirag Raman, Jamie Shotton, Toby Sharp, Ivan Stojiljkovic, Tom Cashman, and Julien Valentin · 2022
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Learning to relight portrait images via a virtual light stage and synthetic-to-real adaptation
Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, and Ting-Chun Wang · 2022
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Clip-actor: Text-driven recommendation and stylization for animating human meshes
Kim Youwang, Kim Ji-Yeon, and Tae-Hyun Oh · 2022
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CelebV-HQ: A large-scale video facial attributes dataset
Hao Zhu, Wayne Wu, Wentao Zhu, Liming Jiang, Siwei Tang, Li Zhang, Ziwei Liu, and Chen Change Loy · 2022
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Towards metrical reconstruction of human faces
Wojciech Zielonka, Timo Bolkart, and Justus Thies · 2022
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Digiface-1m: 1 million digital face images for face recognition
Gwangbin Bae, Martin de La Gorce, Tadas Baltrušaitis, Charlie Hewitt, Dong Chen, Julien Valentin, Roberto Cipolla, and Jingjing Shen · 2023
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