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Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz

7 December 2017

Michael Zollhöfer

Papers citing "Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz"

50 / 157 papers shown

Title
Monocular Reconstruction of Neural Face Reflectance Fields R. MallikarjunB. A. Tewari Tae-Hyun Oh Tim Weyrich Bernd Bickel Hans-Peter Seidel Hanspeter Pfister Wojciech Matusik Mohamed A. Elgharib Christian Theobalt CVBM 3DH 69 28 0 24 Aug 2020
Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer Xinhui Song Tianyang Shi Zunlei Feng Xiuming Zhang Jackie Lin Chuan-Jie Lin Changjie Fan Yi Yuan CVBM 32 5 0 20 Aug 2020
Object-based Illumination Estimation with Rendering-aware Neural Networks Xin Wei Guojun Chen Yue Dong Stephen Lin Xin Tong 3DH 3DV 83 26 0 06 Aug 2020
Learning Illumination from Diverse Portraits Chloe LeGendre Wan-Chun Ma Rohit Pandey S. Fanello Christoph Rhemann Jason Dourgarian Jay Busch P. Debevec 3DH 3DV 68 25 0 05 Aug 2020
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video Tiancheng Zhi Christoph Lassner Tony Tung Carsten Stoll S. Narasimhan Minh Vo 3DH 95 42 0 01 Aug 2020
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 3DV 3DH CVBM 89 139 0 24 Jul 2020
End-to-End Optimization of Scene Layout Andrew F. Luo Zhoutong Zhang Jiajun Wu J. Tenenbaum 3DV 133 65 0 23 Jul 2020
Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting Bindita Chaudhuri Noranart Vesdapunt Linda G. Shapiro Baoyuan Wang 3DH CVBM 70 58 0 14 Jul 2020
JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling Noranart Vesdapunt Mitch Rundle Hsiang-Tao Wu Baoyuan Wang 3DH CVBM 65 8 0 14 Jul 2020
Head2Head++: Deep Facial Attributes Re-Targeting M. Doukas Mohammad Rami Koujan V. Sharmanska A. Roussos CVBM 3DH 138 45 0 17 Jun 2020
Self-Supervised Viewpoint Learning From Image Collections Siva Karthik Mustikovela Varun Jampani Shalini De Mello Sifei Liu Umar Iqbal Carsten Rother Jan Kautz SSL 102 39 0 03 Apr 2020
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images A. Tewari Mohamed A. Elgharib Gaurav Bharaj Florian Bernard Hans-Peter Seidel P. Pérez Michael Zollhöfer Christian Theobalt 3DH 151 408 0 31 Mar 2020
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 CVBM 3DH 134 283 0 31 Mar 2020
AvatarMe: Realistically Renderable 3D Facial Reconstruction "in-the-wild" Alexandros Lattas Stylianos Moschoglou Baris Gecer Stylianos Ploumpis Vasileios Triantafyllou A. Ghosh Stefanos Zafeiriou 3DH 79 149 0 30 Mar 2020
Cross-modal Deep Face Normals with Deactivable Skip Connections Victoria Fernandez-Abrevaya A. Boukhayma Philip Torr Edmond Boyer CVBM 85 42 0 21 Mar 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 125 1,001 0 16 Dec 2019
Digital Twin: Acquiring High-Fidelity 3D Avatar from a Single Image Ruizhe Wang Chih-Fan Chen Hao Peng Xudong Liu Oliver Liu Xuzhao Li 3DH 52 8 0 07 Dec 2019
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 108 198 0 02 Nov 2019
Self-supervised Learning of Detailed 3D Face Reconstruction Yajing Chen Fanzi Wu Zeyu Wang Yibing Song Yonggen Ling Linchao Bao 3DH 68 62 0 25 Oct 2019
Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection M. Thümmel Sven Sickert Joachim Denzler CVBM AAML 21 1 0 14 Oct 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 128 420 0 03 Sep 2019
FACSIMILE: Fast and Accurate Scans From an Image in Less Than a Second David Smith M. Loper Xiaochen Hu Paris Mavroidis Javier Romero 3DH 63 56 0 02 Sep 2019
BioFaceNet: Deep Biophysical Face Image Interpretation S. Alotaibi William A. P. Smith 3DH CVBM 55 5 0 28 Aug 2019
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters Evangelos Ververas Stefanos Zafeiriou 3DH CVBM GAN 59 23 0 26 Aug 2019
360-Degree Textures of People in Clothing from a Single Image Verica Lazova Eldar Insafutdinov Gerard Pons-Moll 3DH 75 128 0 20 Aug 2019
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction Eduard Ramon Guillermo Ruiz Thomas Batard Xavier Giró-i-Nieto 3DV 34 1 0 16 Aug 2019
Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking Jae Shin Yoon Takaaki Shiratori Shoou-I Yu H. Park CVBM 3DH 91 29 0 25 Jul 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 39 4 0 19 Jun 2019
Text-based Editing of Talking-head Video Ohad Fried A. Tewari Michael Zollhöfer Adam Finkelstein Eli Shechtman Dan B. Goldman Kyle Genova Zeyu Jin Christian Theobalt Maneesh Agrawala VGen 89 261 0 04 Jun 2019
3D Magic Mirror: Automatic Video to 3D Caricature Translation Yudong Guo Luo Jiang Lin Cai Juyong Zhang 3DH 32 2 0 03 Jun 2019
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Soubhik Sanyal Timo Bolkart Haiwen Feng Michael J. Black 3DH CVBM 63 291 0 16 May 2019
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation Stylianos Moschoglou Stylianos Ploumpis M. Nicolaou A. Papaioannou Stefanos Zafeiriou CVBM 3DH 66 51 0 01 May 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image Thiemo Alldieck Gerard Pons-Moll Christian Theobalt M. Magnor 3DH 57 328 0 18 Apr 2019
Towards High-fidelity Nonlinear 3D Face Morphable Model Luan Tran Feng Liu Xiaoming Liu AI4CE CVBM 3DH 66 180 0 09 Apr 2019
MVF-Net: Multi-View 3D Face Morphable Model Regression Fanzi Wu Linchao Bao Yajing Chen Yonggen Ling Yibing Song Songnan Li K. Ngan Wen Liu CVBM 3DH 63 109 0 09 Apr 2019
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders Yuxiang Zhou Jiankang Deng I. Kotsia Stefanos Zafeiriou AI4CE CVBM 3DH 67 75 0 06 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 95 698 0 03 Apr 2019
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality Chloe LeGendre Wan-Chun Ma Graham Fyffe John Flynn Laurent Charbonnel Jay Busch P. Debevec 65 124 0 02 Apr 2019
Photo-Realistic Facial Details Synthesis from Single Image Anpei Chen Zhaoyu Chen Guli Zhang Ziheng Zhang Kenny Mitchell Jingyi Yu 3DV 3DH 84 104 0 26 Mar 2019
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 CVBM 3DV 3DH 98 702 0 20 Mar 2019
End-to-end Hand Mesh Recovery from a Monocular RGB Image Xiong Zhang Qiang Li Hong Mo Wenbo Zhang Wen Zheng 3DH 107 210 0 25 Feb 2019
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Baris Gecer Stylianos Ploumpis I. Kotsia Stefanos Zafeiriou 3DH CVBM 91 345 0 15 Feb 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 91 356 0 09 Feb 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 52 11 0 30 Jan 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 78 31 0 19 Jan 2019
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction Shichen Liu Weikai Chen Tianye Li Hao Li 93 97 0 17 Jan 2019
FML: Face Model Learning from Videos A. Tewari Florian Bernard Pablo Garrido Gaurav Bharaj Mohamed A. Elgharib Hans-Peter Seidel P. Pérez Michael Zollhöfer Christian Theobalt CVBM 3DH 86 152 0 18 Dec 2018
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction Yifan Xing Rahul Tewari Paulo R. S. Mendonça 3DH 56 8 0 14 Dec 2018
Robust Point Light Source Estimation Using Differentiable Rendering Grégoire Nieto Salma Jiddi Philippe Robert 3DPC 3DH 3DV 44 3 0 12 Dec 2018
Learning to Infer the Depth Map of a Hand from its Color Image V. C. Nicodemou Iason Oikonomidis Georgios Tzimiropoulos Antonis Argyros 3DH 38 4 0 06 Dec 2018