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Photorealistic avatars of human faces have come a long way in recent years, yet research along this area is limited by a lack of publicly available, high-quality datasets covering both, dense multi-view camera captures, and rich facial expressions of the captured subjects.
Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2014
Earlier work this paper cites.
Massively parallel multiview stereopsis by surface normal diffusion
Silvano Galliani, Katrin Lasinger, and Konrad Schindler · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
Earlier work this paper cites.
Deltille grids for geometric camera calibration
Hyowon Ha, Michal Perdoch, Hatem Alismail, In So Kweon, and Yaser Sheikh · 2017
Earlier work this paper cites.
Adam: A method for stochastic optimization, 2017
Diederik P. Kingma and Jimmy Ba · 2017
Earlier work this paper cites.
Deep appearance models for face rendering
Stephen Lombardi, Jason Saragih, Tomas Simon, and Yaser Sheikh · 2018
Earlier work this paper cites.
Deforming autoencoders: Unsupervised disentangling of shape and appearance, 2018
Zhixin Shu, Mihir Sahasrabudhe, Alp Guler, Dimitris Samaras, Nikos Paragios, and Iasonas Kokkinos · 2018
Earlier work this paper cites.
Neural volumes
Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, and Yaser Sheikh · 2019
Earlier work this paper cites.
Strand-accurate multi-view hair capture
Giljoo Nam, Chenglei Wu, Min H Kim, and Yaser Sheikh · 2019
Cited alongside, same era.
Expressive telepresence via modular codec avatars
Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, and Yaser Sheikh · 2020
Cited alongside, same era.
Modular primitives for high-performance differentiable rendering
Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, and Timo Aila · 2020
Cited alongside, same era.
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
Cited alongside, same era.
Deformable neural radiance fields
Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B. Goldman, Steven M. Seitz, and Ricardo Martin-Brualla · 2020
Cited alongside, same era.
Mixture of volumetric primitives for efficient neural rendering
Stephen Lombardi, Tomas Simon, Gabriel Schwartz, Michael Zollhoefer, Yaser Sheikh, and Jason Saragih · 2021
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
Later among the works it cites.
D-nerf: Neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
Later among the works it cites.
Audio-and gaze-driven facial animation of codec avatars
Alexander Richard, Colin Lea, Shugao Ma, Jurgen Gall, Fernando De la Torre, and Yaser Sheikh · 2021
Later among the works it cites.
Meshtalk: 3d face animation from speech using cross-modality disentanglement
Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando De la Torre, and Yaser Sheikh · 2021
Later among the works it cites.
Human hair inverse rendering using multi-view photometric data
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The eyes have it: An integrated eye and face model for photorealistic facial animation
Gabriel Schwartz, Shih-En Wei, Te-Li Wang, Stephen Lombardi, Tomas Simon, Jason Saragih, and Yaser Sheikh · 2020
Cited alongside, same era.
Constraining dense hand surface tracking with elasticity
Breannan Smith, Chenglei Wu, He Wen, Patrick Peluse, Yaser Sheikh, Jessica K. Hodgins, and Takaaki Shiratori · 2020
Cited alongside, same era.
Humbi: A large multiview dataset of human body expressions, 2020
Zhixuan Yu, Jae Shin Yoon, In Kyu Lee, Prashanth Venkatesh, Jaesik Park, Jihun Yu, and Hyun Soo Park · 2020
Cited alongside, same era.
Tiancheng Sun, Giljoo Nam, Carlos Aliaga, Christophe Hery, and Ravi Ramamoorthi · 2021
Later among the works it cites.
Learning compositional radiance fields of dynamic human heads
Ziyan Wang, Timur Bagautdinov, Stephen Lombardi, Tomas Simon, Jason Saragih, Jessica Hodgins, and Michael Zollhofer · 2021
Later among the works it cites.