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We introduce a highly robust GAN-based framework for digitizing a normalized 3D avatar of a person from a single unconstrained photo.
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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Estimating 3d shape and texture using pixel intensity, edges, specular highlights, texture constraints and a prior
Romdhani Sami and Thomas Vetter · 2005
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Face transfer with multilinear models
Daniel Vlasic, Matthew Brand, Hanspeter Pfister, and Jovan Popović · 2005
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Multi-pie
Ralph Gross, Iain Matthews, Jeffrey Cohn, Takeo Kanade, and Simon Baker · 2008
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Face/off: Live facial puppetry
Thibaut Weise, Hao Li, Luc Van Gool, and Mark Pauly · 2009
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High-quality single-shot capture of facial geometry
Thabo Beeler, Bernd Bickel, Paul Beardsley, Bob Sumner, and Markus Gross · 2010
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Presentation and validation of the radboud faces database
Oliver Langner, Ron Dotsch, Gijsbert Bijlstra, Daniel H. J. Wigboldus, Skyler T. Hawk, and Ad van Knippenberg · 2010
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Multiview face capture using polarized spherical gradient illumination
Abhijeet Ghosh, Graham Fyffe, Borom Tunwattanapong, Jay Busch, Xueming Yu, and Paul Debevec · 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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Reconstructing detailed dynamic face geometry from monocular video
Pablo Garrido, Levi Valgaerts, Chenglei Wu, and Christian Theobalt · 2013
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Internet-based morphable model
Ira Kemelmacher-Shlizerman · 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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Displaced dynamic expression regression for real-time facial tracking and animation
Chen Cao, Qiming Hou, and Kun Zhou · 2014
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Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2014
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Compound facial expressions of emotion
Shichuan Du, Yong Tao, and Aleix M Martinez · 2014
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Automatic acquisition of high-fidelity facial performances using monocular videos
Fuhao Shi, Hsiang-Tao Wu, Xin Tong, and Jinxiang Chai · 2014
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Unconstrained realtime facial performance capture
Pei-Lun Hsieh, Chongyang Ma, Jihun Yu, 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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The chicago face database: A free stimulus set of faces and norming data
Debbie Ma, Joshua Correll, and Bernd Wittenbrink · 2015
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Facenet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
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A 3d morphable model learnt from 10,000 faces
James Booth, Anastasios Roussos, Stefanos Zafeiriou, Allan Ponniah, and David Dunaway · 2016
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Real-time facial animation with image-based dynamic avatars
Chen Cao, Hongzhi Wu, Yanlin Weng, Tianjia Shao, and Kun Zhou · 2016
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Near-instant capture of high-resolution facial geometry and reflectance
G. Fyffe, P. Graham, B. Tunwattanapong, A. Ghosh, and P. Debevec · 2016
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Reconstruction of personalized 3d face rigs from monocular video
Pablo Garrido, Michael Zollhöfer, Dan Casas, Levi Valgaerts, Kiran Varanasi, Patrick Perez, and Christian Theobalt · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
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3d morphable models as spatial transformer networks
Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, and Josef Kittler · 2017
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3d face morphable models ”in-the-wild”
James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, and Stefanos Zafeiriou · 2017
Photo-realistic facial details synthesis from single image
Anpei Chen, Zhang Chen, Guli Zhang, Kenny Mitchell, and Jingyi Yu · 2019
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Meshgan: Non-linear 3d morphable models of faces
Shiyang Cheng, Michael M. Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, and Stefanos Zafeiriou · 2019
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Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, and Xin Tong · 2019
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Ganfit: Generative adversarial network fitting for high fidelity 3d face reconstruction
Baris Gecer, Stylianos Ploumpis, Irene Kotsia, and Stefanos Zafeiriou · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Deep face normalization
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Cited alongside, same era.
Synthesizing normalized faces from facial identity features
Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna, Inbar Mosseri, and William T Freeman · 2017
Cited alongside, same era.
End-to-end 3d face reconstruction with deep neural networks
Pengfei Dou, Shishir K. Shah, and Ioannis A. Kakadiaris · 2017
Cited alongside, same era.
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.
Learning a model of facial shape and expression from 4d scans
Tianye Li, Timo Bolkart, Michael J. Black, Hao Li, and Javier Romero · 2017
Cited alongside, same era.
Mofa: Model-based deep convolutional face autoencoder for unsupervised monocular reconstruction
Ayush Tewari, Michael Zollhofer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Perez, and Christian Theobalt · 2017
Cited alongside, same era.
Regressing robust and discriminative 3d morphable models with a very deep neural network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, and Gerard Medioni · 2017
Cited alongside, same era.
Koki Nagano, Huiwen Luo, Zejian Wang, Jaewoo Seo, Jun Xing, Liwen Hu, Lingyu Wei, and Hao Li · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
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Probabilistic face embeddings
Yichun Shi and Anil K Jain · 2019
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Towards high-fidelity nonlinear 3d face morphable model
Luan Tran, Feng Liu, and Xiaoming Liu · 2019
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Mvf-net: Multi-view 3d face morphable model regression
Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngi Ngan, and Wei Liu · 2019
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Dense 3d face decoding over 2500fps: Joint texture & shape convolutional mesh decoders
Yuxiang Zhou, Jiankang Deng, Irene Kotsia, and Stefanos Zafeiriou · 2019
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Disentangled inference for gans with latently invertible autoencoder
Jiapeng Zhu, Deli Zhao, Bo Zhang, and Bolei Zhou · 2019
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Image2stylegan++: How to edit the embedded images?
Rameen Abdal, Yipeng Qin, and Peter Wonka · 2020
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Collaborative learning for faster stylegan embedding, 2020
Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, and Xiaokang Yang · 2020
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Analyzing and improving the image quality of StyleGAN
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
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Avatarme: Realistically renderable 3d facial reconstruction ”in-the-wild”
Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou, Abhijeet Ghosh, and Stefanos Zafeiriou · 2020
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Maskgan: Towards diverse and interactive facial image manipulation
Cheng-Han Lee, Ziwei Liu, Lingyun Wu, and Ping Luo · 2020
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Uncertainty-aware mesh decoder for high fidelity 3d face reconstruction
Gun-Hee Lee and Seong-Whan Lee · 2020
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Learning formation of physically-based face attributes
Ruilong Li, Karl Bladin, Yajie Zhao, Chinmay Chinara, Owen Ingraham, Pengda Xiang, Xinglei Ren, Pratusha Prasad, Bipin Kishore, Jun Xing, et al · 2020
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Towards high-fidelity 3d face reconstruction from in-the-wild images using graph convolutional networks
Jiangke Lin, Yi Yuan, Tianjia Shao, and Kun Zhou · 2020
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High-fidelity 3d digital human creation from rgb-d selfies
Xiangkai Lin, Yajing Chen, Linchao Bao, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Xinwei Jiang, Jue Wang, Dong Yu, and Zhengyou Zhang · 2020
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Accelerating 3d deep learning with pytorch3d
Nikhila Ravi, Jeremy Reizenstein, David Novotny, Taylor Gordon, Wan-Yen Lo, Justin Johnson, and Georgia Gkioxari · 2020
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Interpreting the latent space of gans for semantic face editing
Yujun Shen, Jinjin Gu, Xiaoou Tang, and Bolei Zhou · 2020
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Facescape: a large-scale high quality 3d face dataset and detailed riggable 3d face prediction
Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, and Xun Cao · 2020
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