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In this work, a system for creating a relightable 3D portrait of a human head is presented.
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J. L. Schönberger, E. Zheng, M. Pollefeys, and J.-M. Frahm · 2016
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Joint face detection and alignment using multitask cascaded convolutional networks
K. Zhang, Z. Zhang, Z. Li, and Y. Qiao · 2016
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
M. Heusel, H. Ramsauer, T. Unterthiner, B. Nessler, and S. Hochreiter · 2017
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Progressive growing of gans for improved quality, stability, and variation
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Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations
C. H. Sudre, W. Li, T. Vercauteren, S. Ourselin, and M. J. Cardoso · 2017
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A neural rendering framework for free-viewpoint relighting
Z. Chen, A. Chen, G. Zhang, C. Wang, Y. Ji, K. N. Kutulakos, and J. Yu · 2020
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Deep lighting environment map estimation from spherical panoramas
V. Gkitsas, N. Zioulis, F. Alvarez, D. Zarpalas, and P. Daras · 2020
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Open Camera application
M. Harman and et al · 2020
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Fast differentiable raycasting for neural rendering using sphere-based representations
C. Lassner · 2020
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Avatarme: Realistically renderable 3d facial reconstruction
A. Lattas, S. Moschoglou, B. Gecer, S. Ploumpis, V. Triantafyllou, A. Ghosh, and S. Zafeiriou · 2020
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Inverse rendering for complex indoor scenes: Shape, spatially-varying lighting and svbrdf from a single image
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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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The unreasonable effectiveness of deep features as a perceptual metric
R. Zhang, P. Isola, A. A. Efros, E. Shechtman, and O. Wang · 2018
Cited alongside, same era.
The relightables: Volumetric performance capture of humans with realistic relighting
K. Guo, P. Lincoln, P. Davidson, J. Busch, X. Yu, M. Whalen, G. Harvey, S. Orts-Escolano, R. Pandey, J. Dourgarian, et al · 2019
Cited alongside, same era.
Deep reflectance fields: high-quality facial reflectance field inference from color gradient illumination
A. Meka, C. Haene, R. Pandey, M. Zollhöfer, S. Fanello, G. Fyffe, A. Kowdle, X. Yu, J. Busch, J. Dourgarian, et al · 2019
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Deferred neural rendering: Image synthesis using neural textures
J. Thies, M. Zollhöfer, and M. Nießner · 2019
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Free-form image inpainting with gated convolution
J. Yu, Z. Lin, J. Yang, X. Shen, X. Lu, and T. S. Huang · 2019
Cited alongside, same era.
Deep single-image portrait relighting
H. Zhou, S. Hadap, K. Sunkavalli, and D. W. Jacobs · 2019
Cited alongside, same era.
Z. Li, M. Shafiei, R. Ramamoorthi, K. Sunkavalli, and M. Chandraker · 2020
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Deep relightable textures - volumetric performance capture with neural rendering
A. Meka, R. Pandey, C. Haene, S. Orts-Escolano, P. Barnum, P. Davidson, D. Erickson, Y. Zhang, J. Taylor, S. Bouaziz, C. Legendre, W.-C. Ma, R. Overbeck, T. Beeler, P. Debevec, S. Izadi, C. Theobalt, C. Rhemann, and S. Fanello · 2020
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Nerf: Representing scenes as neural radiance fields for view synthesis
B. Mildenhall, P. P. Srinivasan, M. Tancik, J. T. Barron, R. Ramamoorthi, and R. Ng · 2020
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U2-net: Going deeper with nested u-structure for salient object detection
X. Qin, Z. Zhang, C. Huang, M. Dehghan, O. R. Zaiane, and M. Jagersand · 2020
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Synsin: End-to-end view synthesis from a single image
O. Wiles, G. Gkioxari, R. Szeliski, and J. Johnson · 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
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Deep 3d portrait from a single image
S. Xu, J. Yang, D. Chen, F. Wen, Y. Deng, Y. Jia, and X. Tong · 2020
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Neural light transport for relighting and view synthesis
X. Zhang, S. Fanello, Y.-T. Tsai, T. Sun, T. Xue, R. Pandey, S. Orts-Escolano, P. Davidson, C. Rhemann, P. Debevec, et al · 2020
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X. C. Zhang, Y.-T. Tsai, R. Pandey, X. Zhang, R. Ng, D. E. Jacobs, et al · 2020
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Texmesh: Reconstructing detailed human texture and geometry from rgb-d video
T. Zhi, C. Lassner, T. Tung, C. Stoll, S. G. Narasimhan, and M. Vo · 2020
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