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Recently, 3D face reconstruction and face alignment tasks are gradually combined into one task: 3D dense face alignment.
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Dense face alignment
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P. Huber, G. Hu, R. Tena, P. Mortazavian, P. Koppen, W. J. Christmas, M. Ratsch, and J. Kittler · 2016
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Large-pose face alignment via cnn-based dense 3d model fitting
A. Jourabloo and X. Liu · 2016
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Semi-supervised classification with graph convolutional networks
T. N. Kipf and M. Welling · 2016
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A recurrent encoder-decoder network for sequential face alignment
X. Peng, R. S. Feris, X. Wang, and D. N. Metaxas · 2016
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Instance normalization: The missing ingredient for fast stylization
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Geometric deep learning on graphs and manifolds using mixture model cnns
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Learning dense facial correspondences in unconstrained images
R. Yu, S. Saito, H. Li, D. Ceylan, and H. Li · 2017
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Joint 3d face reconstruction and dense alignment with position map regression network
Y. Feng, F. Wu, X. Shao, Y. Wang, and X. Zhou · 2018
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Generating 3d faces using convolutional mesh autoencoders
A. Ranjan, T. Bolkart, S. Sanyal, and M. J. Black · 2018
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