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We present a system for learning full-body neural avatars, i.e.
The uncanny valley
Masahiro Mori · 1970
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Efficient view-dependent image-based rendering with projective texture-mapping
Paul E. Debevec, Yizhou Yu, and George Borshukov · 1998
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Model-based multiple view reconstruction of people
J Starck and A Hilton · 2003
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”grabcut”: interactive foreground extraction using iterated graph cuts
Carsten Rother, Vladimir Kolmogorov, and Andrew Blake · 2004
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Analysis of human faces using a measurement-based skin reflectance model
Tim Weyrich, Wojciech Matusik, Hanspeter Pfister, Bernd Bickel, Craig Donner, Chien Tu, Janet McAndless, Jinho Lee, Addy Ngan, Henrik Wann Jensen, et al · 2006
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Seamless mosaicing of image-based texture maps
Victor S. Lempitsky and Denis V. Ivanov · 2007
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The naked truth: Estimating body shape under clothing
Alexandru O Bălan and Michael J Black · 2008
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A layered, heterogeneous reflectance model for acquiring and rendering human skin
Craig Donner, Tim Weyrich, Eugene d’Eon, Ravi Ramamoorthi, and Szymon Rusinkiewicz · 2008
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Unwrap mosaics: a new representation for video editing
Alex Rav-Acha, Pushmeet Kohli, Carsten Rother, and Andrew W. Fitzgibbon · 2008
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Superresolution texture maps for multiview reconstruction
Bastian Goldlücke and Daniel Cremers · 2009
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The Digital Emily project: Achieving a photorealistic digital actor
Oleg Alexander, Mike Rogers, William Lambeth, Jen-Yuan Chiang, Wan-Chun Ma, Chuan-Chang Wang, and Paul Debevec · 2010
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Multilinear pose and body shape estimation of dressed subjects from image sets
Nils Hasler, Hanno Ackermann, Bodo Rosenhahn, Thorsten Thormählen, and Hans-Peter Seidel · 2010
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Home 3d body scans from noisy image and range data
Alexander Weiss, David Hirshberg, and Michael J Black · 2011
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Video-based characters: creating new human performances from a multi-view video database
Feng Xu, Yebin Liu, Carsten Stoll, James Tompkin, Gaurav Bharaj, Qionghai Dai, Hans-Peter Seidel, Jan Kautz, and Christian Theobalt · 2011
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The vitruvian manifold: Inferring dense correspondences for one-shot human pose estimation
Jonathan Taylor, Jamie Shotton, Toby Sharp, and Andrew Fitzgibbon · 2012
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4d video textures for interactive character appearance
Dan Casas, Marco Volino, John Collomosse, and Adrian Hilton · 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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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Unified skinning of rigid and deformable models for anatomical simulations
Ian Stavness, C Antonio Sánchez, John Lloyd, Andrew Ho, Johnty Wang, Sidney Fels, and Danny Huang · 2014
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Optimal representation of multi-view video
Marco Volino, Dan Casas, John P Collomosse, and Adrian Hilton · 2014
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Detailed full-body reconstructions of moving people from monocular RGB-D sequences
Federica Bogo, Michael J Black, Matthew Loper, and Javier Romero · 2015
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High-quality streamable free-viewpoint video
Alvaro Collet, Ming Chuang, Pat Sweeney, Don Gillett, Dennis Evseev, David Calabrese, Hugues Hoppe, Adam Kirk, and Steve Sullivan · 2015
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Learning to generate chairs with convolutional neural networks
Alexey Dosovitskiy, Jost Tobias Springenberg, and Thomas Brox · 2015
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The pascal visual object classes challenge: A retrospective
M. Everingham, S. M. A. Eslami, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman · 2015
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Avatar reshaping and automatic rigging using a deformable model
Andrew Feng, Dan Casas, and Ari Shapiro · 2015
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Spatial transformer networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman, and Koray Kavukcuoglu · 2015
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Recent advances in facial appearance capture
Oliver Klehm, Fabrice Rousselle, Marios Papas, Derek Bradley, Christophe Hery, Bernd Bickel, Wojciech Jarosz, and Thabo Beeler · 2015
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Deep human parsing with active template regression
Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, and Shuicheng Yan · 2015
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Smpl: A skinned multi-person linear model
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J Black · 2015
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Dyna: A model of dynamic human shape in motion
Gerard Pons-Moll, Javier Romero, Naureen Mahmood, and Michael J Black · 2015
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Rendering of eyes for eye-shape registration and gaze estimation
Erroll Wood, Tadas Baltrusaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, and Andreas Bulling · 2015
Synthesizing images of humans in unseen poses
Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Frédo Durand, and John V. Guttag · 2018
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Learning a high fidelity pose invariant model for high-resolution face frontalization
Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, and Zhenan Sun · 2018
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Caroline Chan, Shiry Ginosar, Tinghui Zhou, and Alexei A Efros · 2018
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Encoder-decoder with atrous separable convolution for semantic image segmentation
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam · 2018
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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Keep it smpl: Automatic estimation of 3d human pose and shape from a single image
Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, and Michael J Black · 2016
Cited alongside, same era.
Generating images with perceptual similarity metrics based on deep networks
Alexey Dosovitskiy and Thomas Brox · 2016
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Deepwarp: Photorealistic image resynthesis for gaze manipulation
Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, and Victor Lempitsky · 2016
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Image style transfer using convolutional neural networks
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge · 2016
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Texture networks: Feed-forward synthesis of textures and stylized images
Dmitry Ulyanov, Vadim Lebedev, Andrea Vedaldi, and Victor S. Lempitsky · 2016
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DensePose: Dense human pose estimation in the wild
Riza Alp Güler, Natalia Neverova, and Iasonas Kokkinos · 2018
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End-to-end recovery of human shape and pose
Angjoo Kanazawa, Michael J Black, David W Jacobs, and Jitendra Malik · 2018
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Progressive growing of GANs for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2018
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Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Nießner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, and Christian Theobalt · 2018
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Neural animation and reenactment of human actor videos
Lingjie Liu, Weipeng Xu, Michael Zollhoefer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, and Christian Theobalt · 2018
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Deep appearance models for face rendering
Stephen Lombardi, Jason Saragih, Tomas Simon, and Yaser Sheikh · 2018
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LookinGood : enhancing performance capture with real-time neural re-rendering
Ricardo Martin-Brualla, Rohit Pandey, Shuoran Yang, Pavel Pidlypenskyi, Jonathan Taylor, Julien P. C. Valentin, Sameh Khamis, Philip L. Davidson, Anastasia Tkach, Peter Lincoln, Adarsh Kowdle, Christoph Rhemann, Dan B. Goldman, Cem Keskin, Steven M. Seitz, Shahram Izadi, and Sean Ryan Fanello · 2018
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GANerated hands for real-time 3d hand tracking from monocular RGB
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, and Christian Theobalt · 2018
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Dense pose transfer
Natalia Neverova, Riza Alp Güler, and Iasonas Kokkinos · 2018
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Neural body fitting: Unifying deep learning and model-based human pose and shape estimation
Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler, and Bernt Schiele · 2018
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Learning to estimate 3d human pose and shape from a single color image
Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou, and Kostas Daniilidis · 2018
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Deforming autoencoders: Unsupervised disentangling of shape and appearance
Zhixin Shu, Mihir Sahasrabudhe, Riza Alp Guler, Dimitris Samaras, Nikos Paragios, and Iasonas Kokkinos · 2018
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Deformable gans for pose-based human image generation
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, and Nicu Sebe · 2018
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Image manipulation with perceptual discriminators
Diana Sungatullina, Egor Zakharov, Dmitry Ulyanov, and Victor Lempitsky · 2018
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Mocogan: Decomposing motion and content for video generation
Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, and Jan Kautz · 2018
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Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Real-time hair rendering using sequential adversarial networks
Lingyu Wei, Liwen Hu, Vladimir Kim, Ersin Yumer, and Hao Li · 2018
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X2face: A network for controlling face generation using images, audio, and pose codes
Olivia Wiles, A. Sophia Koepke, and Andrew Zisserman · 2018
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Doublefusion: Real-time capture of human performances with inner body shapes from a single depth sensor
Tao Yu, Zerong Zheng, Kaiwen Guo, Jianhui Zhao, Qionghai Dai, Hao Li, Gerard Pons-Moll, and Yebin Liu · 2018
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