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3D face reconstruction plays a very important role in many real-world multimedia applications, including digital entertainment, social media, affection analysis, and person identification.
A morphable model for the synthesis of 3d faces
V. Blanz and T. Vetter · 1999
Earlier work this paper cites.
A 3d face model for pose and illumination invariant face recognition
P. Paysan, R. Knothe, B. Amberg, S. Romdhani, and T. Vetter · 2009
Earlier work this paper cites.
Facewarehouse: A 3d facial expression database for visual computing
C. Cao, Y. Weng, S. Zhou, Y. Tong, and K. Zhou · 2013
Earlier work this paper cites.
Face alignment by explicit shape regression
X. Cao, Y. Wei, F. Wen, and J. Sun · 2014
Earlier work this paper cites.
Driving high-resolution facial scans with video performance capture
G. Fyffe, A. Jones, O. Alexander, R. Ichikari, and P. Debevec · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
Earlier work this paper cites.
Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
Earlier work this paper cites.
Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
Earlier work this paper cites.
The first facial landmark tracking in-the-wild challenge: Benchmark and results
J. Shen, S. Zafeiriou, G. G. Chrysos, J. Kossaifi, G. Tzimiropoulos, and M. Pantic · 2015
Earlier work this paper cites.
Global supervised descent method
X. Xiong and F. De la Torre · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Earlier work this paper cites.
Joint face alignment and 3d face reconstruction
F. Liu, D. Zeng, Q. Zhao, and X. Liu · 2016
Earlier work this paper cites.
3d face reconstruction by learning from synthetic data
E. Richardson, M. Sela, and R. Kimmel · 2016
Earlier work this paper cites.
Face2face: Real-time face capture and reenactment of rgb videos
J. Thies, M. Zollhofer, M. Stamminger, C. Theobalt, and M. Nießner · 2016
Earlier work this paper cites.
Wider face: A face detection benchmark
S. Yang, P. Luo, C.-C. Loy, and X. Tang · 2016
Earlier work this paper cites.
Face alignment across large poses: A 3d solution
X. Zhu, Z. Lei, X. Liu, H. Shi, and S. Z. Li · 2016
Cited alongside, same era.
3d morphable models as spatial transformer networks
A. Bas, P. Huber, W. A. Smith, M. Awais, and J. Kittler · 2017
Cited alongside, same era.
Faster than real-time facial alignment: A 3d spatial transformer network approach in unconstrained poses
C. Bhagavatula, C. Zhu, K. Luu, and M. Savvides · 2017
Cited alongside, same era.
How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)
A. Bulat and G. Tzimiropoulos · 2017
Cited alongside, same era.
End-to-end 3d face reconstruction with deep neural networks
P. Dou, S. K. Shah, and I. A. Kakadiaris · 2017
Cited alongside, same era.
Large pose 3d face reconstruction from a single image via direct volumetric cnn regression
Unsupervised training for 3d morphable model regression
K. Genova, F. Cole, A. Maschinot, A. Sarna, D. Vlasic, and W. T. Freeman · 2018
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Disentangling features in 3d face shapes for joint face reconstruction and recognition
F. Liu, R. Zhu, D. Zeng, Q. Zhao, and X. Liu · 2018
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Sfsnet: Learning shape, reflectance and illuminance of facesin the wild’
S. Sengupta, A. Kanazawa, C. D. Castillo, and D. W. Jacobs · 2018
Later among the works it cites.
Self-supervised multi-level face model learning for monocular reconstruction at over 250 hz
A. Tewari, M. Zollhöfer, P. Garrido, F. Bernard, H. Kim, P. Pérez, and C. Theobalt · 2018
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Nonlinear 3d face morphable model
L. Tran and X. Liu · 2018
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Learning from millions of 3d scans for large-scale 3d face recognition
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A. S. Jackson, A. Bulat, V. Argyriou, and G. Tzimiropoulos · 2017
Cited alongside, same era.
Dense face alignment
Y. Liu, A. Jourabloo, W. Ren, and X. Liu · 2017
Cited alongside, same era.
MoFa: model-based deep convolutional face autoencoder for unsupervised monocular reconstruction
A. Tewari, M. Zollhöfer, H. Kim, P. Garrido, F. Bernard, P. Pérez, and C. Theobalt · 2017
Cited alongside, same era.
Regressing robust and discriminative 3d morphable models with a very deep neural network
A. T. Tran, T. Hassner, I. Masi, and G. Medioni · 2017
Cited alongside, same era.
Joint face detection and facial expression recognition with mtcnn
J. Xiang and G. Zhu · 2017
Cited alongside, same era.
Learning dense facial correspondences in unconstrained images
R. Yu, S. Saito, H. Li, D. Ceylan, and H. Li · 2017
Cited alongside, same era.
Face alignment in full pose range: A 3d total solution
X. Zhu, X. Liu, Z. Lei, and S. Z. Li · 2017
Cited alongside, same era.
S. Zulqarnain Gilani and A. Mian · 2018
Later among the works it cites.
Joint face detection and facial motion retargeting for multiple faces
B. Chaudhuri, N. Vesdapunt, and B. Wang · 2019
Later among the works it cites.
Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Y. Deng, J. Yang, S. Xu, D. Chen, Y. Jia, and X. Tong · 2019
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Learning single-image 3D reconstruction by generative modelling of shape, pose and shading
P. Henderson and V. Ferrari · 2019
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Talking face generation by adversarially disentangled audio-visual representation
H. Zhou, Y. Liu, Z. Liu, P. Luo, and X. Wang · 2019
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X. Zhou, D. Wang, and P. Krähenbühl · 2019
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Retinaface: Single-shot multi-level face localisation in the wild
J. Deng, J. Guo, E. Ververas, I. Kotsia, and S. Zafeiriou · 2020
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Accelerating 3d deep learning with pytorch3d
N. Ravi, J. Reizenstein, D. Novotny, T. Gordon, W.-Y. Lo, J. Johnson, and G. Gkioxari · 2020
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Unsupervised learning of probably symmetric deformable 3d objects from images in the wild
S. Wu, C. Rupprecht, and A. Vedaldi · 2020
Later among the works it cites.