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MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction

30 March 2017

Michael Zollhöfer

Papers citing "MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction"

50 / 281 papers shown

Title
BioFaceNet: Deep Biophysical Face Image Interpretation S. Alotaibi William A. P. Smith 3DH CVBM 55 5 0 28 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
Relighting Humans: Occlusion-Aware Inverse Rendering for Full-Body Human Images Yoshihiro Kanamori Yuki Endo CVBM 3DH 61 32 0 07 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
Learning with Known Operators reduces Maximum Training Error Bounds Andreas Maier Christopher Syben Bernhard Stimpel Tobias Würfl M. Hoffmann Frank Schebesch Weilin Fu L. Mill L. Kling S. Christiansen 82 109 0 03 Jul 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI Roman Beliy Guy Gaziv A. Hoogi Francesca Strappini Tal Golan Michal Irani 86 119 0 03 Jul 2019
Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction Tak Ming Wong M. Kahl P. Bolívar A. Kolb Michael Möller 23 8 0 02 Jul 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 36 4 0 19 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 73 352 0 15 Jun 2019
Photo-Geometric Autoencoding to Learn 3D Objects from Unlabelled Images Shangzhe Wu Christian Rupprecht Andrea Vedaldi 3DV 15 3 0 04 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 Perspective Undistortion of Portraits Yajie Zhao Zeng Huang Tianye Li Weikai Chen Chloe LeGendre Xinglei Ren Jun Xing Ari Shapiro Hao Li 3DH 74 26 0 18 May 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
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image Zhengqin Li Mohammad Shafiei R. Ramamoorthi Kalyan Sunkavalli Manmohan Chandraker 3DV 55 264 0 07 May 2019
Steadiface: Real-Time Face-Centric Stabilization on Mobile Phones Fuhao Shi Sung-Fang Tsai Youyou Wang Chia-Kai Liang CVBM 36 13 0 03 May 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 95 697 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
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image Pengfei Yao Zhen Fang Fan Wu Yao Feng Jiwei Li 3DH 99 48 0 25 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
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 96 48 0 13 Mar 2019
Joint Face Detection and Facial Motion Retargeting for Multiple Faces Bindita Chaudhuri Noranart Vesdapunt Baoyuan Wang CVBM 3DH 85 54 0 27 Feb 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
Decomposing multispectral face images into diffuse and specular shading and biophysical parameters S. Alotaibi W. Smith 3DH CVBM 13 4 0 18 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 Face Modeling From Diverse Raw Scan Data Feng Liu Luan Tran Xiaoming Liu 3DH 3DV CVBM 77 49 0 13 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
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction Shichen Liu Weikai Chen Tianye Li Hao Li 93 97 0 17 Jan 2019
FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals U. Ciftci Ilke Demir 85 380 0 08 Jan 2019
Deception Detection by 2D-to-3D Face Reconstruction from Videos Minh Ngô Burak Mandira Selim F. Yilmaz W. Heij Sezer Karaoglu H. Bouma H. Dibeklioğlu Theo Gevers 3DH CVBM 22 3 0 26 Dec 2018
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
Deep Energies for Estimating Three-Dimensional Facial Pose and Expression Michael Bao Jane Wu Xinwei Yao Ronald Fedkiw 3DH 37 4 0 07 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
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 90 152 0 29 Nov 2018
Unsupervised 3D Shape Learning from Image Collections in the Wild Attila Szabó Paolo Favaro 3DH 3DV 57 6 0 26 Nov 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 74 269 0 23 Oct 2018
Superimposition-guided Facial Reconstruction from Skull Celong Liu Xuzhao Li CVBM 3DH 34 7 0 28 Sep 2018
Inverse Transport Networks Chengqian Che Fujun Luan Shuang Zhao Kavita Bala Ioannis Gkioulekas 3DV 72 39 0 28 Sep 2018
Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View Albert Pumarola Antonio Agudo Lorenzo Porzi Alberto Sanfeliu Vincent Lepetit Francesc Moreno-Noguer 3DPC 3DH 79 59 0 27 Sep 2018
MobileFace: 3D Face Reconstruction with Efficient CNN Regression N. Chinaev A. Chigorin Ivan Laptev CVBM 3DH 63 29 0 24 Sep 2018
On Learning 3D Face Morphable Model from In-the-wild Images Luan Tran Xiaoming Liu 3DV 70 156 0 28 Aug 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 86 133 0 21 Aug 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 122 504 0 17 Aug 2018