Paper list of some 3D face reconstruction. To be continued.
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MEGANE: Morphable Eyeglass and Avatar Network
Junxuan Li, Shunsuke Saito, Tomas Simon, Stephen Lombardi, Hongdong Li, Jason Saragih
[arxiv][page] -
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition
Xiao Yang, Chang Liu, Longlong Xu, Yikai Wang, Yinpeng Dong, Ning Chen, Hang Su, Jun Zhu
[arxiv] -
Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation
Chunlu Li, Andreas Morel-Forster, Thomas Vetter, Bernhard Egger, Adam Kortylewski
[arxiv][code] -
Learning a 3D Morphable Face Reflectance Model from Low-cost Data
Yuxuan Han, Zhibo Wang, Feng Xu
[arxiv][code][page] -
A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images
Biwen Lei, Jianqiang Ren, Mengyang Feng, Miaomiao Cui, Xuansong Xie
[arxiv][code][page] -
Learning Neural Parametric Head Models
Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner
[arxiv][page] -
High-Res Facial Appearance Capture from Polarized Smartphone Images
Dejan Azinović, Olivier Maury, Christophe Hery, Mathias Nießner, Justus Thies
[arxiv][page] -
FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction
Haoran Bai, Di Kang, Haoxian Zhang, Jinshan Pan, Linchao Bao
[arxiv][code]
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3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow
Xin Wen, Junsheng Zhou, Yu-Shen Liu, Zhen Dong, Zhizhong Han
[arxiv][code] -
Neural Head Avatars from Monocular RGB Videos
Philip-William Grassal Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, Justus Thies
[arxiv][page] -
I M Avatar: Implicit Morphable Head Avatars from Videos
Yufeng Zheng, Victoria Fernández Abrevaya, Marcel C. Bühler, Xu Chen, Michael J. Black, Otmar Hilliges
[arxiv][page] -
FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset
Lizhen Wang, Zhiyuan Chen, Tao Yu, Chenguang Ma, Liang Li, Yebin Liu
[arxiv][code] -
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces
Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson
[arxiv][code] -
EMOCA: Emotion Driven Monocular Face Capture and Animation
Radek Danecek, Michael J. Black, Timo Bolkart
[arxiv][code][page] -
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations
Mingwu Zheng, Hongyu Yang, Di Huang, Liming Chen
[arxiv][code] -
Generating Diverse 3D Reconstructions from a Single Occluded Face Image
Rahul Dey, Vishnu Naresh Boddeti
[arxiv][code] -
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image
Tetiana Martyniuk, Orest Kupyn, Yana Kurlyak, Igor Krashenyi, Jiři Matas, Viktoriia Sharmanska
[arxiv][code]
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Inverting Generative Adversarial Renderer for Face Reconstruction
Jingtan Piao, Keqiang Sun, KwanYee Lin, Quan Wang, Hongsheng Li
[arxiv] -
Learning Complete 3D Morphable Face Models from Images and Videos
Mallikarjun B R, Ayush Tewari, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt
[arxiv][page] -
Learning to Aggregate and Personalize 3D Face from In-the-Wild Photo Collection
Zhenyu Zhang, Yanhao Ge, Renwang Chen, Ying Tai, Yan Yan, Jian Yang, Chengjie Wang, Jilin Li, Feiyue Huang
[arxiv][code] -
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement
Huiwen Luo, Koki Nagano, Han-Wei Kung, Mclean Goldwhite, Qingguo Xu, Zejian Wang, Lingyu Wei, Liwen Hu, Hao Li
[arxiv] -
OSTeC: One-Shot Texture Completion
Baris Gecer, Jiankang Deng, Stefanos Zafeiriou
[arxiv][code] -
Pixel Codec Avatars
Shugao Ma, Tomas Simon, Jason Saragih, Dawei Wang, Yuecheng Li, Fernando De La Torre, Yaser Sheikh
[arxiv] -
Riggable 3D Face Reconstruction via In-Network Optimization
Ziqian Bai, Zhaopeng Cui, Xiaoming Liu, Ping Tan
[arxiv][code] -
Self-Supervised 3D Mesh Reconstruction From Single Images
Tao Hu, Liwei Wang, Xiaogang Xu, Shu Liu, Jiaya Jia
[pdf][code] -
i3DMM: Deep Implicit 3D Morphable Model of Human Heads
Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt
[arxiv][page][code] -
High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation
Lele Chen, Chen Cao, Fernando De la Torre, Jason Saragih, Chenliang Xu, Yaser Sheikh
[arxiv][page] -
Learning Feature Aggregation for Deep 3D Morphable Models
Zhixiang Chen, Tae-Kyun Kim
[arxiv][code]
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A Morphable Face Albedo Model
William A. P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua B. Tenenbaum, Bernhard Egger
[arxiv][code] -
AvatarMe: Realistically Renderable 3D Facial Reconstruction" In-the-Wild"
Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou, Abhijeet Ghosh, Stefanos Zafeiriou
[arxiv][code] -
Cross-modal Deep Face Normals with Deactivable Skip Connections
Victoria Fernandez Abrevaya, Adnane Boukhayma, Philip H. S. Torr, Edmond Boyer
[arxiv][code] -
FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction
Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, Xun Cao
[arxiv][code] -
ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction
Wenbin Zhu, HsiangTao Wu, Zeyu Chen, Noranart Vesdapunt, Baoyuan Wang
[pdf] -
Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks
Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou
[arxiv][code] -
Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction
Gun-Hee Lee, Seong-Whan Lee
[pdf] -
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi
[arxiv][page][code] -
Deep 3D Portrait from a Single Image
Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, Xin Tong
[arxiv][code] -
Learning Formation of Physically-Based Face Attributes
Ruilong Li, Karl Bladin, Yajie Zhao, Chinmay Chinara, Owen Ingraham, Pengda Xiang, Xinglei Ren, Pratusha Prasad, Bipin Kishore, Jun Xing, Hao Li
[arxiv]
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Combining 3D Morphable Models: A Large scale Face-and-Head Model
Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou
[arxiv][code] -
FML: Face Model Learning From Videos
Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Perez, Michael Zollhofer, Christian Theobalt
[arxiv] -
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction
Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou
[arxiv][code] -
Learning to Regress 3D Face Shape and Expressionfrom an Image without 3D Supervision
Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black
[arxiv][code][page] -
MMFace: A Multi-Metric Regression Network for Unconstrained Face Reconstruction
Hongwei Yi, Chen Li, Qiong Cao, Xiaoyong Shen, Sheng Li, Guoping Wang, Yu-Wing Tai
[pdf] -
MVF-Net: Multi-View 3D Face Morphable Model Regression
Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngi Ngan, Wei Liu
[arxiv] -
Towards High-fidelity Nonlinear 3D Face Morphable Model
Luan Tran, Feng Liu, Xiaoming Liu
[arxiv][page][code]
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Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition
Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu
[arxiv] -
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz
Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt
[arxiv][page] -
Unsupervised Training for 3D Morphable Model Regression
Kyle Genova, Forrester Cole, Aaron Maschinot, Aaron Sarna, Daniel Vlasic, William T. Freeman
[arxiv][code] -
Nonlinear 3D Face Morphable Model
Luan Tran, Xiaoming Liu
[arxiv][page][code]
- Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gerard Medioni
[arxiv][code]
- A 3D Morphable Model learnt from 10,000 faces
James Booth, Anastasios Roussos, Stefanos Zafeiriou, Allan Ponniah, David Dunaway
[pdf][code]
- Optimal Step Nonrigid ICP Algorithms for Surface Registration
Brian Amberg, Sami Romdhani, Thomas Vetter
[pdf]
- Semi-supervised 3D Face Representation Learning from Unconstrained Photo Collections
Zhongpai Gao, Juyong Zhang, Yudong Guo, Chao Ma, Guangtao Zhai, Xiaokang Yang
[pdf]
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Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong
[arxiv][code] -
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann
[arxiv][code]
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H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction
Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime Garcia, Xavier Giro-i-Nieto, Francesc Moreno-Noguer
[arxiv][code] -
Self-Supervised 3D Face Reconstruction via Conditional Estimation
Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh
[arxiv] -
Topologically Consistent Multi-View Face Inference Using Volumetric Sampling
Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li, Yajie Zhao
[arxiv][page][code] -
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing
Abdallah Dib, Cedric Thebault, Junghyun Ahn, Philippe-Henri Gosselin, Christian Theobalt, Louis Chevallier
[arxiv] -
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators
Qixing Huang, Xiangru Huang, Bo Sun, Zaiwei Zhang, Junfeng Jiang, Chandrajit Bajaj
[arxiv][code] -
Learning High-Fidelity Face Texture Completion without Complete Face Texture
Jongyoo Kim, Jiaolong Yang, Xin Tong
[pdf] -
Fake It Till You Make It: Face analysis in the wild using synthetic data alone
Erroll Wood, Tadas Baltrušaitis, Charlie Hewitt, Sebastian Dziadzio, Matthew Johnson, Virginia Estellers, Thomas J. Cashman, Jamie Shotton
[arxiv][page]
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DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction
Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao
[pdf][code] -
Photo-Realistic Facial Details Synthesis from Single Image
Anpei Chen, Zhang Chen, Guli Zhang, Ziheng Zhang, Kenny Mitchell, Jingyi Yu
[arxiv][code] -
Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer
Jingtan Piao, Chen Qian, Hongsheng Li
[pdf] -
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning
Shichen Liu, Tianye Li, Weikai Chen, Hao Li
[arxiv][code] -
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael Bronstein, Stefanos Zafeiriou
[arxiv][code] -
A Decoupled 3D Facial Shape Model by Adversarial Training
Victoria Fernandez Abrevaya, Adnane Boukhayma, Stefanie Wuhrer, Edmond Boyer
[arxiv]
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MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt
[arxiv] -
Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation
Matan Sela, Elad Richardson, Ron Kimmel
[arxiv][code] -
A 3D Morphable Model of Craniofacial Shape and Texture Variation
Hang Dai, Nick Pears, William Smith, Christian Duncan
[pdf][page] -
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos
[arxiv][page][code]
- Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment
Lei Jiang, Xiao-Jun Wu, Josef Kittler
[arxiv][code]
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REALY: Rethinking the Evaluation of 3D Face Reconstruction
Zenghao Chai, Haoxian Zhang, Jing Ren, Di Kang, Zhengzhuo Xu, Xuefei Zhe, Chun Yuan, Linchao Bao
[arxiv][code][page] -
Towards Metrical Reconstruction of Human Faces
Wojciech Zielonka, Timo Bolkart, Justus Thies
[arxiv][code][page] -
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
Jingwang Ling, Zhibo Wang, Ming Lu, Quan Wang, Chen Qian, Feng Xu
[arxiv][code] -
3D face reconstruction with dense landmarks
Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljevic, Daniel Wilde, Stephan Garbin, Chirag Raman, Jamie Shotton, Toby Sharp, Ivan Stojiljkovic, Tom Cashman, Julien Valentin
[arxiv][page] -
MoFaNeRF: Morphable Facial Neural Radiance Field
Yiyu Zhuang, Hao Zhu, Xusen Sun, Xun Cao
[arxiv][code] -
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation
Haiwen Feng, Timo Bolkart, Joachim Tesch, Michael J. Black, Victoria Abrevaya
[arxiv][code][page]
-
Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction
Xiangyu Zhu, Fan Yang, Di Huang, Chang Yu, Hao Wang, Jianzhu Guo, Zhen Lei, Stan Z. Li
[pdf][page] -
Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting
Bindita Chaudhuri, Noranart Vesdapunt, Linda Shapiro, Baoyuan Wang
[arxiv][page] -
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan
[arxiv][code] -
Towards Fast, Accurate and Stable 3D Dense Face Alignment
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li
[arxiv][code] -
Inequality-Constrained and Robust 3D Face Model Fitting
Evangelos Sariyanidi, Casey J. Zampella, Robert T. Schultz, Birkan Tunc
[pdf][code] -
“Look Ma, no landmarks!” – Unsupervised, model-based dense face alignment
Tatsuro Koizumi and William A. P. Smith
[pdf][page] -
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou
[arxiv][code]
- Generating 3D faces using Convolutional Mesh Autoencoders
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black
[arxiv][page][code]
- Deep Deformable 3D Caricatures with Learned Shape Control
Yucheol Jung, Wonjong Jang, Soongjin Kim, Jiaolong Yang, Xin Tong, Seungyong Lee
[arxiv][page][code]
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High-Fidelity 3D Digital Human Head Creation from RGB-D Selfies
Linchao Bao, Xiangkai Lin, Yajing Chen, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Di Kang, Haozhi Huang, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang
[arxiv][page][code] -
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
Yao Feng, Haiwen Feng, Michael J. Black, Timo Bolkart
[arxiv][page][code]
- 3D Morphable Face Models -- Past, Present and Future
Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter
[arxiv][page]
- Learning a model of facial shape and expression from 4D scans
Tianye Li, Timo Bolkart, Michael J. Black, Hao Li, Javier Romero
[pdf][page][code]
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A morphable model for the synthesis of 3D faces
Volker Blanz, Thomas Vetter
[pdf] -
Face transfer with multilinear models
Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
[pdf]
- Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo
[arxiv][page][code]
- Statistical Modeling of Craniofacial Shape and Texture
Hang Dai, Nick Pears, William Smith, Christian Duncan
[pdf][page]
- Large Scale 3D Morphable Modelss
James Booth, Anastasios Roussos, Allan Ponniah, David Dunaway, Stefanos Zafeiriou
[pdf][code]
- Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape
Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li
[arxiv]
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AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs
Alexandros Lattas, Stylianos Moschoglou, Stylianos Ploumpis, Baris Gecer, Abhijeet Ghosh, Stefanos Zafeiriou
[arxiv][page] -
Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction
Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou
[arxiv][code]
- Towards a complete 3D morphable model of the human head
Stylianos Ploumpis, Evangelos Ververas, Eimear O' Sullivan, Stylianos Moschoglou, Haoyang Wang, Nick Pears, William A. P. Smith, Baris Gecer, Stefanos Zafeiriou
[arxiv][page]
- On Learning 3D Face Morphable Model from In-the-wild Images
Luan Tran, Xiaoming Liu
[arxiv][page][code]
- High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder
Ayush Tewari, Michael Zollhöfer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt
[pdf]
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