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Graph."],"published-print":{"date-parts":[[2020,10,31]]},"abstract":"<jats:p>In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years since they were first proposed. The challenges in building and applying these models, namely, capture, modeling, image formation, and image analysis, are still active research topics, and we review the state-of-the-art in each of these areas. We also look ahead, identifying unsolved challenges, proposing directions for future research, and highlighting the broad range of current and future applications.<\/jats:p>","DOI":"10.1145\/3395208","type":"journal-article","created":{"date-parts":[[2020,6,9]],"date-time":"2020-06-09T22:12:43Z","timestamp":1591740763000},"page":"1-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":376,"title":["3D Morphable Face Models\u2014Past, Present, and Future"],"prefix":"10.1145","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4736-2397","authenticated-orcid":false,"given":"Bernhard","family":"Egger","sequence":"first","affiliation":[{"name":"Massachusetts Institute of Technology, Cambridge, MA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"William A. 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A generative 3D facial model by adversarial training. In Proceedings of the International Conference on Computer Vision (ICCV\u201919)."},{"key":"e_1_2_1_109_1","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00007"},{"key":"e_1_2_1_110_1","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2018.00050"},{"key":"e_1_2_1_111_1","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2015.63"},{"key":"e_1_2_1_112_1","doi-asserted-by":"publisher","DOI":"10.1007\/11564386_10"},{"key":"e_1_2_1_113_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925933"},{"key":"e_1_2_1_114_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201909)","author":"Furukawa Yasutaka","year":"2009","unstructured":"Yasutaka Furukawa and Jean Ponce . 2009 . Dense 3D motion capture for human faces . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201909) . 1674--1681. Yasutaka Furukawa and Jean Ponce. 2009. Dense 3D motion capture for human faces. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201909). 1674--1681."},{"key":"e_1_2_1_115_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.537"},{"key":"e_1_2_1_116_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12552"},{"key":"e_1_2_1_117_1","doi-asserted-by":"publisher","DOI":"10.1145\/2508363.2508380"},{"key":"e_1_2_1_118_1","first-page":"28","article-title":"Reconstruction of personalized 3D face rigs from monocular video","volume":"35","author":"Garrido Pablo","year":"2016","unstructured":"Pablo Garrido , Michael Zollhoefer , Dan Casas , Levi Valgaerts , Kiran Varanasi , Patrick P\u00e9rez , and Christian Theobalt . 2016 a. Reconstruction of personalized 3D face rigs from monocular video . ACM Trans. Graph. 35 , 3 (2016), 28 . Pablo Garrido, Michael Zollhoefer, Dan Casas, Levi Valgaerts, Kiran Varanasi, Patrick P\u00e9rez, and Christian Theobalt. 2016a. Reconstruction of personalized 3D face rigs from monocular video. ACM Trans. Graph. 35, 3 (2016), 28.","journal-title":"ACM Trans. Graph."},{"key":"e_1_2_1_119_1","first-page":"219","article-title":"Corrective 3D reconstruction of lips from monocular video","volume":"35","author":"Garrido Pablo","year":"2016","unstructured":"Pablo Garrido , Michael Zollhoefer , Chenglei Wu , Derek Bradley , Patrick P\u00e9rez , Thabo Beeler , and Christian Theobalt . 2016 b. Corrective 3D reconstruction of lips from monocular video . ACM Trans. Graph. 35 , 6 (2016), 219 -- 211 . Pablo Garrido, Michael Zollhoefer, Chenglei Wu, Derek Bradley, Patrick P\u00e9rez, Thabo Beeler, and Christian Theobalt. 2016b. Corrective 3D reconstruction of lips from monocular video. ACM Trans. Graph. 35, 6 (2016), 219--1.","journal-title":"ACM Trans. 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Synthesizing coupled 3D face modalities by trunk-branch generative adversarial networks. arXiv preprint arXiv:1909.02215 (2019)."},{"key":"e_1_2_1_121_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00125"},{"key":"e_1_2_1_122_1","doi-asserted-by":"publisher","DOI":"10.1364\/AOP.3.000128"},{"key":"e_1_2_1_123_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)","author":"Genova Kyle","unstructured":"Kyle Genova , Forrester Cole , Aaron Maschinot , Aaron Sarna , Daniel Vlasic , and William T. Freeman . 2018. Unsupervised training for 3D morphable model regression . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918) . 8377--8386. Kyle Genova, Forrester Cole, Aaron Maschinot, Aaron Sarna, Daniel Vlasic, and William T. Freeman. 2018. Unsupervised training for 3D morphable model regression. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918). 8377--8386."},{"key":"e_1_2_1_124_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238432"},{"key":"e_1_2_1_125_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00021"},{"key":"e_1_2_1_126_1","doi-asserted-by":"publisher","DOI":"10.1145\/2070781.2024163"},{"key":"e_1_2_1_127_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409060.1409092"},{"key":"e_1_2_1_128_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0210257"},{"key":"e_1_2_1_129_1","doi-asserted-by":"publisher","DOI":"10.1145\/1141911.1141988"},{"key":"e_1_2_1_130_1","volume-title":"Proceedings of the Conferences on Advances in Neural Information Processing Systems (NeurIPS\u201914)","author":"Goodfellow Ian","year":"2014","unstructured":"Ian Goodfellow , Jean Pouget-Abadie , Mehdi Mirza , Bing Xu , David Warde-Farley , Sherjil Ozair , Aaron Courville , and Yoshua Bengio . 2014 . Generative adversarial nets . In Proceedings of the Conferences on Advances in Neural Information Processing Systems (NeurIPS\u201914) . 2672--2680. Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative adversarial nets. In Proceedings of the Conferences on Advances in Neural Information Processing Systems (NeurIPS\u201914). 2672--2680."},{"key":"e_1_2_1_131_1","article-title":"Practical dynamic facial appearance modeling and acquisition","volume":"37","author":"Gotardo Paulo","year":"2018","unstructured":"Paulo Gotardo , J\u00e9r\u00e9my Riviere , Derek Bradley , Abhijeet Ghosh , and Thabo Beeler . 2018 . Practical dynamic facial appearance modeling and acquisition . ACM Trans. Graph. 37 , 6 (2018), 232:1--232:13. Paulo Gotardo, J\u00e9r\u00e9my Riviere, Derek Bradley, Abhijeet Ghosh, and Thabo Beeler. 2018. Practical dynamic facial appearance modeling and acquisition. ACM Trans. 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BMC Bioinf. 14, 1 (2013)."},{"key":"e_1_2_1_135_1","doi-asserted-by":"crossref","unstructured":"Peter L. Hallinan Gaile G. Gordon Alan L. Yuille Peter Giblin and David Mumford. 1999. Two- and Three-Dimensional Patterns of the Face. A. K. Peters\/CRC Press.  Peter L. Hallinan Gaile G. Gordon Alan L. Yuille Peter Giblin and David Mumford. 1999. Two- and Three-Dimensional Patterns of the Face. A. K. Peters\/CRC Press.","DOI":"10.1201\/9781439863930"},{"key":"e_1_2_1_136_1","doi-asserted-by":"publisher","DOI":"10.1002\/ajmg.a.20665"},{"key":"e_1_2_1_137_1","volume-title":"Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201912)","author":"Han Fang","year":"2012","unstructured":"Fang Han and Han Liu . 2012 . Semiparametric principal component analysis . In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201912) . 171--179. Fang Han and Han Liu. 2012. Semiparametric principal component analysis. In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201912). 171--179."},{"key":"e_1_2_1_138_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299058"},{"key":"e_1_2_1_139_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13500"},{"key":"e_1_2_1_140_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408939"},{"key":"e_1_2_1_141_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2006.12.008"},{"key":"e_1_2_1_142_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2018.02.001"},{"key":"e_1_2_1_143_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0111-7"},{"key":"e_1_2_1_144_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)","author":"Hiroharu Kato Yoshitaka Ushiku","year":"2018","unstructured":"Yoshitaka Ushiku Hiroharu Kato and Tatsuya Harada . 2018 . Neural 3D mesh renderer . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918) . Yoshitaka Ushiku Hiroharu Kato and Tatsuya Harada. 2018. Neural 3D mesh renderer. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)."},{"key":"e_1_2_1_145_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298776"},{"key":"e_1_2_1_146_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6613000"},{"key":"e_1_2_1_147_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.02.007"},{"key":"e_1_2_1_148_1","doi-asserted-by":"publisher","DOI":"10.5555\/3128975.3129002"},{"key":"e_1_2_1_149_1","doi-asserted-by":"publisher","DOI":"10.1145\/2601097.2601194"},{"key":"e_1_2_1_150_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661229.2661254"},{"key":"e_1_2_1_151_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130800.31310887"},{"key":"e_1_2_1_153_1","doi-asserted-by":"publisher","DOI":"10.5220\/0005669500790086"},{"key":"e_1_2_1_154_1","volume-title":"Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 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(VISAPP\u201909)."},{"key":"e_1_2_1_155_1","doi-asserted-by":"publisher","DOI":"10.5555\/882464.882783"},{"key":"e_1_2_1_156_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2003.814784"},{"key":"e_1_2_1_157_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766974"},{"key":"e_1_2_1_158_1","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073664"},{"key":"e_1_2_1_159_1","volume-title":"Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201915)","author":"Jaderberg Max","year":"2015","unstructured":"Max Jaderberg , Karen Simonyan , Andrew Zisserman et \u00a0al . 2015 . Spatial transformer networks . In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201915) . 2017--2025. Max Jaderberg, Karen Simonyan, Andrew Zisserman et\u00a0al. 2015. Spatial transformer networks. In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201915). 2017--2025."},{"key":"e_1_2_1_160_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9280.2009.02285.x"},{"key":"e_1_2_1_161_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroscience.2009.07.062"},{"key":"e_1_2_1_162_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2013.02.002"},{"key":"e_1_2_1_163_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2006.03.012"},{"key":"e_1_2_1_165_1","volume-title":"Jones and Tomaso Poggio","author":"Michael","year":"1998","unstructured":"Michael J. Jones and Tomaso Poggio . 1998 . Multidimensional morphable models. Int. J. Comput. Vis. 29 (1998). IEEE , 683--688. Michael J. Jones and Tomaso Poggio. 1998. Multidimensional morphable models. Int. J. Comput. Vis. 29 (1998). IEEE, 683--688."},{"key":"e_1_2_1_166_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00868"},{"key":"e_1_2_1_167_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201905)","volume":"2","author":"Kakadiaris Ioannis A.","unstructured":"Ioannis A. Kakadiaris , Georgios Passalis , Theoharis Theoharis , George Toderici , I. Konstantinidis , and N. Murtuza . 2005. Multimodal face recognition: Combination of geometry with physiological information . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201905) , Vol. 2 . 1022--1029. Ioannis A. Kakadiaris, Georgios Passalis, Theoharis Theoharis, George Toderici, I. Konstantinidis, and N. Murtuza. 2005. Multimodal face recognition: Combination of geometry with physiological information. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201905), Vol. 2. 1022--1029."},{"key":"e_1_2_1_168_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1017"},{"key":"e_1_2_1_169_1","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073658"},{"key":"e_1_2_1_170_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"e_1_2_1_171_1","volume-title":"Analyzing and improving the image quality of StyleGAN. arXiv preprint arXiv:11912.04958","author":"Karras Tero","year":"2019","unstructured":"Tero Karras , Samuli Laine , Miika Aittala , Janne Hellsten , Jaakko Lehtinen , and Timo Aila . 2019a. Analyzing and improving the image quality of StyleGAN. arXiv preprint arXiv:11912.04958 ( 2019 ). Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila. 2019a. Analyzing and improving the image quality of StyleGAN. arXiv preprint arXiv:11912.04958 (2019)."},{"key":"e_1_2_1_172_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71457-6_24"},{"key":"e_1_2_1_173_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925871"},{"key":"e_1_2_1_174_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV\u201910)","volume":"6311","author":"Kemelmacher-Shlizerman Ira","unstructured":"Ira Kemelmacher-Shlizerman , Aditya Sankar , Eli Shechtman , and Steven M. Seitz . 2010. Being John Malkovich . In Proceedings of the European Conference on Computer Vision (ECCV\u201910) , Vol. 6311 . Springer, 341--353. Ira Kemelmacher-Shlizerman, Aditya Sankar, Eli Shechtman, and Steven M. Seitz. 2010. Being John Malkovich. In Proceedings of the European Conference on Computer Vision (ECCV\u201910), Vol. 6311. 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DOI:https:\/\/doi.org\/10.1109\/ICCV.2011.6126439"},{"key":"e_1_2_1_176_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298869"},{"key":"e_1_2_1_177_1","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201283"},{"key":"e_1_2_1_178_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)","author":"Kim Hyeongwoo","year":"2018","unstructured":"Hyeongwoo Kim , Michael Zollhoefer , Ayush Tewari , Justus Thies , Christian Richardt , and Theobalt Christian . 2018 b. InverseFaceNet: Deep single-shot inverse face rendering from a single image . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918) . Hyeongwoo Kim, Michael Zollhoefer, Ayush Tewari, Justus Thies, Christian Richardt, and Theobalt Christian. 2018b. InverseFaceNet: Deep single-shot inverse face rendering from a single image. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)."},{"key":"e_1_2_1_179_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2214212"},{"key":"e_1_2_1_180_1","doi-asserted-by":"publisher","DOI":"10.5555\/3128975.3129005"},{"key":"e_1_2_1_181_1","doi-asserted-by":"publisher","DOI":"10.1109\/FGR.2006.31"},{"key":"e_1_2_1_182_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.006"},{"key":"e_1_2_1_183_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00283"},{"key":"e_1_2_1_184_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00279"},{"key":"e_1_2_1_185_1","volume-title":"Training deep face recognition systems with synthetic data. arXiv preprint arXiv:1802.05891","author":"Kortylewski Adam","year":"2018","unstructured":"Adam Kortylewski , Andreas Schneider , Thomas Gerig , Bernhard Egger , Andreas Morel-Forster , and Thomas Vetter . 2018b. 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Prototype-referenced shape encoding revealed by high-level aftereffects. Nature Mach. Intell. 4, 1 (2001), 89.","journal-title":"Nature Mach. Intell."},{"key":"e_1_2_1_195_1","doi-asserted-by":"publisher","DOI":"10.1145\/344779.344849"},{"key":"e_1_2_1_196_1","volume-title":"Mathematical Progress in Expressive","author":"Lewis J. P.","unstructured":"J. P. Lewis , Zhenyao Mo , Ken Anjyo , and Taehyun Rhee . 2014b. Probable and improbable faces . In Mathematical Progress in Expressive Image Synthesis I. Springer , 21--30. J. P. Lewis, Zhenyao Mo, Ken Anjyo, and Taehyun Rhee. 2014b. Probable and improbable faces. In Mathematical Progress in Expressive Image Synthesis I. Springer, 21--30."},{"key":"e_1_2_1_197_1","volume-title":"Computer Graphics Forum (Eurographics State of the Art Reports)","author":"Lewis J. P.","unstructured":"J. P. Lewis , Ken Anjyo , Taehyun Rhee , Mengjie Zhang , Fred Pighin , and Zhigang Deng . 2014a. Practice and theory of blendshape facial models . 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The Eurographics Association."},{"key":"e_1_2_1_198_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_15"},{"key":"e_1_2_1_199_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299093"},{"key":"e_1_2_1_200_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766939"},{"key":"e_1_2_1_201_1","doi-asserted-by":"publisher","DOI":"10.1145\/1778765.1778769"},{"key":"e_1_2_1_202_1","doi-asserted-by":"publisher","DOI":"10.1145\/2461912.2462019"},{"key":"e_1_2_1_203_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2013.2293064"},{"key":"e_1_2_1_204_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201912)","author":"Li Kai","year":"2012","unstructured":"Kai Li , Feng Xu , Jue Wang , Qionghai Dai , and Yebin Liu . 2012 . A data-driven approach for facial expression synthesis in video . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201912) . IEEE Computer Society, 57--64. 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Shapiro. 2014. 3D face hallucination from a single depth frame. In Proceedings of the IEEE International Conference on 3D Vision (3DV\u201914), Vol. 1. 31--38. DOI:https:\/\/doi.org\/10.1109\/ThreeDV.2014.67"},{"key":"e_1_2_1_208_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_23"},{"key":"e_1_2_1_209_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00593"},{"key":"e_1_2_1_210_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00950"},{"key":"e_1_2_1_211_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00780"},{"key":"e_1_2_1_212_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.425"},{"key":"e_1_2_1_213_1","volume-title":"Proceedings of the International Conference on Machine Learning.","author":"Locatello Francesco","year":"2019","unstructured":"Francesco Locatello , Stefan Bauer , Mario Lucic , Sylvain Gelly , Bernhard Sch\u00f6lkopf , and Olivier Bachem . 2019 . 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In Proceedings of the International Conference on Machine Learning."},{"key":"e_1_2_1_214_1","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201401"},{"key":"e_1_2_1_215_1","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818013"},{"key":"e_1_2_1_216_1","doi-asserted-by":"publisher","DOI":"10.1145\/2461912.2462026"},{"key":"e_1_2_1_217_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2739743"},{"key":"e_1_2_1_218_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-014-0532-5"},{"key":"e_1_2_1_219_1","volume-title":"Proceedings of the Eurographics Workshops. 183--194","author":"Ma Wan-Chun","year":"2007","unstructured":"Wan-Chun Ma , Tim Hawkins , Pieter Peers , Charles-Felix Chabert , Malte Weiss , and Paul Debevec . 2007 . Rapid acquisition of specular and diffuse normal maps from polarized spherical gradient illumination . In Proceedings of the Eurographics Workshops. 183--194 . Wan-Chun Ma, Tim Hawkins, Pieter Peers, Charles-Felix Chabert, Malte Weiss, and Paul Debevec. 2007. Rapid acquisition of specular and diffuse normal maps from polarized spherical gradient illumination. In Proceedings of the Eurographics Workshops. 183--194."},{"key":"e_1_2_1_220_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00555"},{"key":"e_1_2_1_221_1","doi-asserted-by":"publisher","DOI":"10.1145\/882262.882345"},{"key":"e_1_2_1_222_1","volume-title":"Proceedings of the Eurographics Workshops. 131","author":"Marschner Stephen R.","unstructured":"Stephen R. Marschner , Stephen H. Westin , Eric P. F. Lafortune , Kenneth E. Torrance , and Donald P. Greenberg . 1999. Image-based BRDF measurement including human skin . In Proceedings of the Eurographics Workshops. 131 . Stephen R. Marschner, Stephen H. Westin, Eric P. F. Lafortune, Kenneth E. Torrance, and Donald P. Greenberg. 1999. Image-based BRDF measurement including human skin. In Proceedings of the Eurographics Workshops. 131."},{"key":"e_1_2_1_223_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46454-1_35"},{"key":"e_1_2_1_224_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2012.02.002"},{"key":"e_1_2_1_225_1","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.72"},{"key":"e_1_2_1_226_1","doi-asserted-by":"publisher","DOI":"10.1109\/AMFG.2003.1240819"},{"key":"e_1_2_1_228_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2877108"},{"key":"e_1_2_1_229_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2008.924598"},{"key":"e_1_2_1_230_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjoms.2011.02.007"},{"key":"e_1_2_1_231_1","doi-asserted-by":"publisher","DOI":"10.1201\/b10620"},{"key":"e_1_2_1_232_1","doi-asserted-by":"publisher","DOI":"10.1145\/3355089.3356568"},{"key":"e_1_2_1_233_1","doi-asserted-by":"publisher","DOI":"10.1145\/3272127.3275075"},{"key":"e_1_2_1_234_1","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073226"},{"key":"e_1_2_1_235_1","doi-asserted-by":"publisher","DOI":"10.1145\/2508363.2508417"},{"key":"e_1_2_1_236_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR.2011.6092378"},{"key":"e_1_2_1_237_1","doi-asserted-by":"publisher","DOI":"10.1145\/2087756.2087838"},{"key":"e_1_2_1_238_1","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2980252"},{"key":"e_1_2_1_239_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00025"},{"key":"e_1_2_1_240_1","doi-asserted-by":"publisher","DOI":"10.5244\/C.29.41"},{"key":"e_1_2_1_242_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.49"},{"key":"e_1_2_1_243_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201909)","author":"Patel Ankur","unstructured":"Ankur Patel and William A. 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In Proceedings of the International Conference on Computer Vision (ICCV\u201911). 271--278."},{"key":"e_1_2_1_245_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.11.013"},{"key":"e_1_2_1_246_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.10.003"},{"key":"e_1_2_1_247_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201919)","author":"Pavlakos Georgios","unstructured":"Georgios Pavlakos , Vasileios Choutas , Nima Ghorbani , Timo Bolkart , Ahmed A. A. Osman , Dimitrios Tzionas , and Michael J. Black . 2019. Expressive body capture: 3D hands, face, and body from a single image . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201919) . Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, and Michael J. Black. 2019. Expressive body capture: 3D hands, face, and body from a single image. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201919)."},{"key":"e_1_2_1_248_1","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2009.58"},{"key":"e_1_2_1_249_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03798-6_24"},{"key":"e_1_2_1_250_1","doi-asserted-by":"publisher","DOI":"10.6028\/NIST.IR.6965"},{"key":"e_1_2_1_252_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383264"},{"key":"e_1_2_1_253_1","volume-title":"Proceedings of the SIGGRAPH Conference.","author":"Pighin Fred","unstructured":"Fred Pighin and J. P. Lewis . 2006. Performance-driven facial animation . In Proceedings of the SIGGRAPH Conference. Fred Pighin and J. P. Lewis. 2006. Performance-driven facial animation. In Proceedings of the SIGGRAPH Conference."},{"key":"e_1_2_1_254_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.372"},{"key":"e_1_2_1_255_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01119"},{"key":"e_1_2_1_256_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_50"},{"key":"e_1_2_1_257_1","doi-asserted-by":"publisher","DOI":"10.1145\/383259.383317"},{"key":"e_1_2_1_258_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV\u201918)","author":"Ranjan Anurag","unstructured":"Anurag Ranjan , Timo Bolkart , Soubhik Sanyal , and Michael J. Black . 2018. Generating 3D faces using convolutional mesh autoencoders . In Proceedings of the European Conference on Computer Vision (ECCV\u201918) . 725--741. Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, and Michael J. Black. 2018. Generating 3D faces using convolutional mesh autoencoders. In Proceedings of the European Conference on Computer Vision (ECCV\u201918). 725--741."},{"key":"e_1_2_1_259_1","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.56"},{"key":"e_1_2_1_260_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.589"},{"key":"e_1_2_1_261_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47979-1_1"},{"key":"e_1_2_1_262_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.145"},{"key":"e_1_2_1_263_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75690-3_3"},{"key":"e_1_2_1_264_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"e_1_2_1_265_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298876"},{"key":"e_1_2_1_266_1","first-page":"11","article-title":"Adaptive 3D face reconstruction from unconstrained photo collections","volume":"39","author":"Roth Joseph","year":"2016","unstructured":"Joseph Roth , Yiying Tong , and Xiaoming Liu . 2016 . Adaptive 3D face reconstruction from unconstrained photo collections . IEEE Trans. Pattern Anal. Mach. Intell. 39 , 11 (Dec. 2016), 2127--2141. Joseph Roth, Yiying Tong, and Xiaoming Liu. 2016. Adaptive 3D face reconstruction from unconstrained photo collections. IEEE Trans. Pattern Anal. Mach. Intell. 39, 11 (Dec. 2016), 2127--2141.","journal-title":"IEEE Trans. Pattern Anal. Mach. 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Photo-realistic exemplar-based face aging. In Proceedings of the International Conference on Automatic Face and Gesture Recognition."},{"key":"e_1_2_1_278_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00069"},{"key":"e_1_2_1_279_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.417"},{"key":"e_1_2_1_280_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2015.01.008"},{"key":"e_1_2_1_281_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0967-5"},{"key":"e_1_2_1_282_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"e_1_2_1_283_1","doi-asserted-by":"publisher","DOI":"10.1145\/2325722.2325724"},{"key":"e_1_2_1_284_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2015.7163124"},{"key":"e_1_2_1_285_1","volume-title":"Ear-to-ear capture of facial intrinsics. arXiv preprint arXiv:1609.02368","author":"Seck Alassane","year":"2016","unstructured":"Alassane Seck , William A. P. 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SfSNet: Learning shape, reflectance, and illuminance of faces in the wild. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918). 6296--6305."},{"key":"e_1_2_1_288_1","doi-asserted-by":"publisher","DOI":"10.1145\/3337067"},{"key":"e_1_2_1_289_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008170818506"},{"key":"e_1_2_1_290_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-00867-7"},{"key":"e_1_2_1_291_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661229.2661290"},{"key":"e_1_2_1_292_1","volume-title":"Proceedings of the Pacific Conference on Computer Graphics and Applications. 113--118","author":"Shin Il-Kyu","year":"2014","unstructured":"Il-Kyu Shin , A. Cengiz \u00d6ztireli , Hyeon-Joong Kim , Thabo Beeler , Markus Gross , and Soo-Mi Choi . 2014 . Extraction and transfer of facial expression wrinkles for facial performance enhancement . In Proceedings of the Pacific Conference on Computer Graphics and Applications. 113--118 . Il-Kyu Shin, A. Cengiz \u00d6ztireli, Hyeon-Joong Kim, Thabo Beeler, Markus Gross, and Soo-Mi Choi. 2014. Extraction and transfer of facial expression wrinkles for facial performance enhancement. In Proceedings of the Pacific Conference on Computer Graphics and Applications. 113--118."},{"key":"e_1_2_1_293_1","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.4.000519"},{"key":"e_1_2_1_294_1","volume-title":"Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201919)","author":"Sitzmann Vincent","year":"2019","unstructured":"Vincent Sitzmann , Michael Zollh\u00f6fer , and Gordon Wetzstein . 2019 . Scene representation networks: Continuous 3D-structure-aware neural scene representations . In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201919) . Vincent Sitzmann, Michael Zollh\u00f6fer, and Gordon Wetzstein. 2019. Scene representation networks: Continuous 3D-structure-aware neural scene representations. In Proceedings of the Conference on Advances in Neural Information Processing Systems (NeurIPS\u201919)."},{"key":"e_1_2_1_295_1","doi-asserted-by":"publisher","DOI":"10.1145\/566654.566612"},{"key":"e_1_2_1_296_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV\u201918)","author":"Slossberg Ron","year":"2018","unstructured":"Ron Slossberg , Gil Shamai , and Ron Kimmel . 2018 . High quality facial surface and texture synthesis via generative adversarial networks . In Proceedings of the European Conference on Computer Vision (ECCV\u201918) . Ron Slossberg, Gil Shamai, and Ron Kimmel. 2018. High quality facial surface and texture synthesis via generative adversarial networks. In Proceedings of the European Conference on Computer Vision (ECCV\u201918)."},{"key":"e_1_2_1_297_1","volume-title":"Proceedings of the Asian Conference on Computer Vision (ACCV\u201910)","author":"Smet Michael De","year":"2010","unstructured":"Michael De Smet and Luc Van Gool . 2010 . Optimal regions for linear model-based 3D face reconstruction . In Proceedings of the Asian Conference on Computer Vision (ACCV\u201910) . 276--289. Michael De Smet and Luc Van Gool. 2010. Optimal regions for linear model-based 3D face reconstruction. In Proceedings of the Asian Conference on Computer Vision (ACCV\u201910). 276--289."},{"key":"e_1_2_1_298_1","volume-title":"Perspectives in Shape Analysis","author":"Smith William A. P.","unstructured":"William A. P. Smith . 2016. The perspective face shape ambiguity . In Perspectives in Shape Analysis . Springer , 299--319. William A. P. Smith. 2016. The perspective face shape ambiguity. In Perspectives in Shape Analysis. Springer, 299--319."},{"key":"e_1_2_1_299_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00506"},{"key":"e_1_2_1_300_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2011.5771467"},{"key":"e_1_2_1_301_1","volume-title":"Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI\u201903)","author":"Styner Martin A.","unstructured":"Martin A. Styner , Kumar T. Rajamani , Lutz-Peter Nolte , Gabriel Zsemlye , G\u00e1bor Sz\u00e9kely , Christopher J. Taylor , and Rhodri H. Davies . 2003. Evaluation of 3D correspondence methods for model building . In Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI\u201903) , Chris Taylor and J. Alison Noble (Eds.). Springer Berlin, 63--75. Martin A. Styner, Kumar T. Rajamani, Lutz-Peter Nolte, Gabriel Zsemlye, G\u00e1bor Sz\u00e9kely, Christopher J. Taylor, and Rhodri H. Davies. 2003. Evaluation of 3D correspondence methods for model building. In Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI\u201903), Chris Taylor and J. Alison Noble (Eds.). Springer Berlin, 63--75."},{"key":"e_1_2_1_302_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2010.2041659"},{"key":"e_1_2_1_303_1","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW50321.2020.9096941"},{"key":"e_1_2_1_304_1","doi-asserted-by":"publisher","DOI":"10.1542\/peds.2012-1371"},{"key":"e_1_2_1_305_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV\u201914)","author":"Suwajanakorn Supasorn","unstructured":"Supasorn Suwajanakorn , Ira Kemelmacher-Shlizerman , and Steven M. Seitz . 2014. Total moving face reconstruction . In Proceedings of the European Conference on Computer Vision (ECCV\u201914) , David Fleet, Tomas Pajdla, Bernt Schiele, and Tinne Tuytelaars (Eds.). Springer International Publishing, Cham, 796--812. Supasorn Suwajanakorn, Ira Kemelmacher-Shlizerman, and Steven M. Seitz. 2014. Total moving face reconstruction. In Proceedings of the European Conference on Computer Vision (ECCV\u201914), David Fleet, Tomas Pajdla, Bernt Schiele, and Tinne Tuytelaars (Eds.). Springer International Publishing, Cham, 796--812."},{"key":"e_1_2_1_306_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.450"},{"key":"e_1_2_1_307_1","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073640"},{"key":"e_1_2_1_308_1","volume-title":"Unsupervised generative 3D shape learning from natural images. arXiv preprint arXiv:1910.00287","author":"Szab\u00f3 Attila","year":"2019","unstructured":"Attila Szab\u00f3 , Givi Meishvili , and Paolo Favaro . 2019. Unsupervised generative 3D shape learning from natural images. arXiv preprint arXiv:1910.00287 ( 2019 ). Attila Szab\u00f3, Givi Meishvili, and Paolo Favaro. 2019. Unsupervised generative 3D shape learning from natural images. arXiv preprint arXiv:1910.00287 (2019)."},{"key":"e_1_2_1_309_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.220"},{"key":"e_1_2_1_310_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.310"},{"key":"e_1_2_1_311_1","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073699"},{"key":"e_1_2_1_312_1","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964971"},{"key":"e_1_2_1_313_1","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2007.4425285"},{"key":"e_1_2_1_314_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV\u201908)","author":"Frank","unstructured":"Frank B. ter Haar and Remco C. Veltkamp. 2008. 3D face model fitting for recognition . In Proceedings of the European Conference on Computer Vision (ECCV\u201908) . Springer, 652--664. Frank B. ter Haar and Remco C. Veltkamp. 2008. 3D face model fitting for recognition. In Proceedings of the European Conference on Computer Vision (ECCV\u201908). Springer, 652--664."},{"key":"e_1_2_1_315_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01107"},{"key":"e_1_2_1_316_1","volume-title":"High-fidelity monocular face reconstruction based on an unsupervised model-based face autoencoder","author":"Tewari Ayush","year":"2018","unstructured":"Ayush Tewari , Michael Zollhoefer , Florian Bernard , Pablo Garrido , Hyeongwoo Kim , Patrick Perez , and Christian Theobalt . 2018. High-fidelity monocular face reconstruction based on an unsupervised model-based face autoencoder . IEEE Trans. Pattern Anal. Mach. Intell . ( 2018 ), 1--1. DOI:https:\/\/doi.org\/10.1109\/TPAMI.2018.2876842 10.1109\/TPAMI.2018.2876842 Ayush Tewari, Michael Zollhoefer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim, Patrick Perez, and Christian Theobalt. 2018. High-fidelity monocular face reconstruction based on an unsupervised model-based face autoencoder. IEEE Trans. Pattern Anal. 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In Proceedings of the International Conference on Computer Vision (ICCV\u201917)."},{"key":"e_1_2_1_319_1","doi-asserted-by":"publisher","DOI":"10.1177\/0023830909103181"},{"key":"e_1_2_1_320_1","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818056"},{"key":"e_1_2_1_321_1","doi-asserted-by":"publisher","DOI":"10.1145\/2929464.2929475"},{"key":"e_1_2_1_322_1","doi-asserted-by":"publisher","DOI":"10.1145\/3182644"},{"key":"e_1_2_1_323_1","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201350"},{"key":"e_1_2_1_324_1","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3323035"},{"key":"e_1_2_1_325_1","doi-asserted-by":"publisher","DOI":"10.1145\/3182644"},{"key":"e_1_2_1_326_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.163"},{"key":"e_1_2_1_327_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00414"},{"key":"e_1_2_1_328_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00122"},{"key":"e_1_2_1_329_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00767"},{"key":"e_1_2_1_330_1","volume-title":"On learning 3D face morphable model from in-the-wild images","author":"Tran Luan","year":"2018","unstructured":"Luan Tran and Xiaoming Liu . 2018b. On learning 3D face morphable model from in-the-wild images . IEEE Trans. Pattern Anal. Mach. Intell . ( 2018 ). https:\/\/ieeexplore.ieee.org\/document\/8762226. Luan Tran and Xiaoming Liu. 2018b. On learning 3D face morphable model from in-the-wild images. IEEE Trans. Pattern Anal. Mach. Intell. (2018). https:\/\/ieeexplore.ieee.org\/document\/8762226."},{"key":"e_1_2_1_331_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00928-1_40"},{"key":"e_1_2_1_332_1","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"},{"key":"e_1_2_1_333_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2011.01884.x"},{"key":"e_1_2_1_334_1","doi-asserted-by":"publisher","DOI":"10.1145\/3272127.3275098"},{"key":"e_1_2_1_335_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.598230"},{"key":"e_1_2_1_336_1","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073209"},{"key":"e_1_2_1_337_1","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073209"},{"key":"e_1_2_1_338_1","doi-asserted-by":"publisher","DOI":"10.1177\/1948550611402519"},{"key":"e_1_2_1_339_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0193190"},{"key":"e_1_2_1_340_1","doi-asserted-by":"publisher","DOI":"10.1167\/9.11.12"},{"key":"e_1_2_1_341_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-60243-6_47"},{"key":"e_1_2_1_342_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.641"},{"key":"e_1_2_1_343_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-019-01163-7"},{"key":"e_1_2_1_344_1","volume-title":"Digital twin: Acquiring high-fidelity 3D avatar from a single image. arXiv preprint arXiv:1912.03455","author":"Wang Ruizhe","year":"2019","unstructured":"Ruizhe Wang , Chih-Fan Chen , Hao Peng , Xudong Liu , Oliver Liu , and Xin Li. 2019a. Digital twin: Acquiring high-fidelity 3D avatar from a single image. arXiv preprint arXiv:1912.03455 ( 2019 ). Ruizhe Wang, Chih-Fan Chen, Hao Peng, Xudong Liu, Oliver Liu, and Xin Li. 2019a. Digital twin: Acquiring high-fidelity 3D avatar from a single image. arXiv preprint arXiv:1912.03455 (2019)."},{"key":"e_1_2_1_345_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2004.00800.x"},{"key":"e_1_2_1_346_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.244"},{"key":"e_1_2_1_347_1","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964972"},{"key":"e_1_2_1_348_1","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964972"},{"key":"e_1_2_1_349_1","doi-asserted-by":"publisher","DOI":"10.1145\/1599470.1599472"},{"key":"e_1_2_1_350_1","doi-asserted-by":"publisher","DOI":"10.1145\/1731047.1731055"},{"key":"e_1_2_1_351_1","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2980233"},{"key":"e_1_2_1_352_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925882"},{"key":"e_1_2_1_353_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661229.2661284"},{"key":"e_1_2_1_354_1","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201364"},{"key":"e_1_2_1_355_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201912)","author":"Yang Fei","year":"2012","unstructured":"Fei Yang , Lubomir Bourdev , Eli Shechtman , Jue Wang , and Dimitris Metaxas . 2012 . Facial expression editing in video using a temporally smooth factorization . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201912) . 861--868. Fei Yang, Lubomir Bourdev, Eli Shechtman, Jue Wang, and Dimitris Metaxas. 2012. Facial expression editing in video using a temporally smooth factorization. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201912). 861--868."},{"key":"e_1_2_1_356_1","volume-title":"Efficient inverse graphics in biological face processing. Sci. Adv. 6, 10","author":"Yildirim Ilker","year":"2020","unstructured":"Ilker Yildirim , Mario Belledonne , Winrich Freiwald , and Josh Tenenbaum . 2020. Efficient inverse graphics in biological face processing. Sci. Adv. 6, 10 ( 2020 ). Ilker Yildirim, Mario Belledonne, Winrich Freiwald, and Josh Tenenbaum. 2020. Efficient inverse graphics in biological face processing. Sci. Adv. 6, 10 (2020)."},{"key":"e_1_2_1_357_1","doi-asserted-by":"publisher","DOI":"10.1109\/AFGR.2008.4813324"},{"key":"e_1_2_1_358_1","volume-title":"Proceedings of the International Conference on Automatic Face and Gesture Recognition. 211--216","author":"Yin Lijun","unstructured":"Lijun Yin , Xiaozhou Wei , Yi Sun , Jun Wang , and Matthew J. Rosato . 2006. A 3D facial expression database for facial behavior research . In Proceedings of the International Conference on Automatic Face and Gesture Recognition. 211--216 . Lijun Yin, Xiaozhou Wei, Yi Sun, Jun Wang, and Matthew J. Rosato. 2006. A 3D facial expression database for facial behavior research. In Proceedings of the International Conference on Automatic Face and Gesture Recognition. 211--216."},{"key":"e_1_2_1_359_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.506"},{"key":"e_1_2_1_360_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2224109"},{"key":"e_1_2_1_361_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.544"},{"key":"e_1_2_1_362_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.53"},{"key":"e_1_2_1_363_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015706.1015759"},{"key":"e_1_2_1_364_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2014.06.002"},{"key":"e_1_2_1_365_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.374"},{"key":"e_1_2_1_366_1","volume-title":"Statistical Shape and Deformation Analysis: Methods, Implementation and Applications","author":"Zheng Guoyan","unstructured":"Guoyan Zheng , Shuo Li , and Gabor Szekely . 2017. Statistical Shape and Deformation Analysis: Methods, Implementation and Applications . Academic Press . Guoyan Zheng, Shuo Li, and Gabor Szekely. 2017. Statistical Shape and Deformation Analysis: Methods, Implementation and Applications. Academic Press."},{"key":"e_1_2_1_367_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00119"},{"key":"e_1_2_1_368_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201915)","author":"Zhu Xiangyu","unstructured":"Xiangyu Zhu , Zhen Lei , Junjie Yan , Dong Yi , and Stan Z. Li . 2015. High-fidelity pose and expression normalization for face recognition in the wild . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201915) . 787--796. Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, and Stan Z. Li. 2015. High-fidelity pose and expression normalization for face recognition in the wild. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201915). 787--796."},{"key":"e_1_2_1_369_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6612967"},{"key":"e_1_2_1_370_1","volume-title":"Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. (GRAPP\u201909)","author":"Zivanov Jasenko","year":"2009","unstructured":"Jasenko Zivanov , Pascal Paysan , and Thomas Vetter . 2009 . Facial normal map capture using four lights\u2014an effective and inexpensive method of capturing the fine scale detail of human faces using four point lights . In Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. (GRAPP\u201909) . Jasenko Zivanov, Pascal Paysan, and Thomas Vetter. 2009. Facial normal map capture using four lights\u2014an effective and inexpensive method of capturing the fine scale detail of human faces using four point lights. In Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. (GRAPP\u201909)."},{"key":"e_1_2_1_371_1","volume-title":"State of the art on monocular 3D face reconstruction, tracking, and applications. Comput. Graph. Forum (Eurographics State of the Art Reports) 37, 2","author":"Zollhoefer Michael","year":"2018","unstructured":"Michael Zollhoefer , Justus Thies , Pablo Garrido , Derek Bradley , Thabo Beeler , Patrick P\u00e9rez , Marc Stamminger , Marc Nie\u00dfner , and Christian Theobalt . 2018. State of the art on monocular 3D face reconstruction, tracking, and applications. Comput. Graph. Forum (Eurographics State of the Art Reports) 37, 2 ( 2018 ). Michael Zollhoefer, Justus Thies, Pablo Garrido, Derek Bradley, Thabo Beeler, Patrick P\u00e9rez, Marc Stamminger, Marc Nie\u00dfner, and Christian Theobalt. 2018. State of the art on monocular 3D face reconstruction, tracking, and applications. Comput. Graph. Forum (Eurographics State of the Art Reports) 37, 2 (2018)."},{"key":"e_1_2_1_372_1","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3323044"},{"key":"e_1_2_1_373_1","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201382"},{"key":"e_1_2_1_374_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918)","author":"Zuffi Silvia","unstructured":"Silvia Zuffi , Angjoo Kanazawa , and Michael J. Black . 2018. Lions and tigers and bears: Capturing non-rigid, 3D, articulated shape from images . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918) . IEEE Computer Society. Silvia Zuffi, Angjoo Kanazawa, and Michael J. Black. 2018. Lions and tigers and bears: Capturing non-rigid, 3D, articulated shape from images. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR\u201918). 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