What does 2D geometric information really tell us about 3D face shape?

22 August 2017

Anil Bas

Papers citing "What does 2D geometric information really tell us about 3D face shape?"

50 / 54 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
Face2Face: Real-time Face Capture and Reenactment of RGB Videos Justus Thies Michael Zollhöfer Marc Stamminger Christian Theobalt Matthias Nießner 3DH PICV CVBM 57 1,913 0 29 Jul 2020
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 53 291 0 16 May 2019
Unsupervised Training for 3D Morphable Model Regression Kyle Genova Forrester Cole Aaron Maschinot Aaron Sarna Daniel Vlasic William T. Freeman CVBM 3DH 79 308 0 15 Jun 2018
Nonlinear 3D Face Morphable Model Luan Tran Xiaoming Liu 3DV 89 397 0 11 Apr 2018
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 86 767 0 02 Apr 2018
Convolutional Point-set Representation: A Convolutional Bridge Between a Densely Annotated Image and 3D Face Alignment Yuhang Wu Le Anh Vu Ha Xiang Xu I. Kakadiaris CVBM 41 1 0 17 Mar 2018
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild Zhenhua Feng P. Huber J. Kittler P. Hancock Xiaojun Wu Qijun Zhao P. Koppen Matthias Rätsch CVBM 3DH 3DV 56 63 0 14 Mar 2018
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz A. Tewari Michael Zollhöfer Pablo Garrido Florian Bernard Hyeongwoo Kim P. Pérez Christian Theobalt 3DH CVBM 72 264 0 07 Dec 2017
Morphable Face Models - An Open Framework Thomas Gerig Andreas Morel-Forster Clemens Blumer Bernhard Egger M. Lüthi Sandro Schönborn T. Vetter CVBM 3DH 57 269 0 25 Sep 2017
Learning Dense Facial Correspondences in Unconstrained Images Ronald Yu Shunsuke Saito Haoxiang Li Duygu Ceylan Hao Li CVBM 3DH 58 61 0 02 Sep 2017
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula Chenchen Zhu Khoa Luu Marios Savvides CVBM 34 120 0 18 Jul 2017
Unsupervised learning of object landmarks by factorized spatial embeddings James Thewlis Hakan Bilen Andrea Vedaldi OCL SSL 45 162 0 05 May 2017
InverseFaceNet: Deep Monocular Inverse Face Rendering Hyeongwoo Kim Michael Zollhöfer A. Tewari Justus Thies Christian Richardt Christian Theobalt CVBM 3DH 60 55 0 31 Mar 2017
MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction A. Tewari Michael Zollhöfer Hyeongwoo Kim Pablo Garrido Florian Bernard P. Pérez Christian Theobalt 3DH CVBM 71 549 0 30 Mar 2017
Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation Matan Sela Elad Richardson Ron Kimmel CVBM 3DH 60 263 0 29 Mar 2017
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression Aaron S. Jackson Adrian Bulat Vasileios Argyriou Georgios Tzimiropoulos 3DH 3DV 63 443 0 22 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 201 5,334 0 17 Mar 2017
Convolutional neural network architecture for geometric matching Ignacio Rocco Relja Arandjelović Josef Sivic 99 545 0 16 Mar 2017
Towards End-to-End Face Recognition through Alignment Learning Yuanyi Zhong Jiansheng Chen Bo Huang CVBM 3DV 90 60 0 25 Jan 2017
3D Face Morphable Models "In-the-Wild" James Booth Xin Yuan Gang Huang Hong Jiang Yannis Panagakis Stefanos Zafeiriou 3DH 53 183 0 19 Jan 2017
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 57 479 0 15 Dec 2016
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape Stefanos Zafeiriou Iasonas Kokkinos 3DH 3DV 103 201 0 04 Dec 2016
Photorealistic Facial Texture Inference Using Deep Neural Networks Shunsuke Saito Lingyu Wei Liwen Hu Koki Nagano Hao Li 3DH 57 133 0 02 Dec 2016
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 87 590 0 01 Dec 2016
Generalized BackPropagation, Étude De Cas: Orthogonality Mehrtash Harandi Basura Fernando 60 62 0 17 Nov 2016
Learning Detailed Face Reconstruction from a Single Image Elad Richardson Matan Sela Roy Or-El Ron Kimmel 3DV 3DH CVBM 66 339 0 15 Nov 2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 81 215 0 04 Nov 2016
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 180 428 0 03 Nov 2016
3D Face Reconstruction by Learning from Synthetic Data Elad Richardson Matan Sela Ron Kimmel 3DH 3DV 55 307 0 14 Sep 2016
Warped Convolutions: Efficient Invariance to Spatial Transformations João F. Henriques Andrea Vedaldi 46 116 0 14 Sep 2016
gvnn: Neural Network Library for Geometric Computer Vision Ankur Handa Michael Blösch Viorica Patraucean Simon Stent J. McCormac Andrew J. Davison ViT 55 98 0 25 Jul 2016
Supervised Transformer Network for Efficient Face Detection Dong Chen G. Hua Fang Wen Jian Sun ViT CVBM 58 168 0 19 Jul 2016
A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment Michael Grupp P. Kopp P. Huber Matthias Rätsch CVBM 13 7 0 01 Jun 2016
Deep Deformation Network for Object Landmark Localization Xiang Yu F. Zhou Manmohan Chandraker 60 114 0 03 May 2016
WarpNet: Weakly Supervised Matching for Single-view Reconstruction Angjoo Kanazawa David Jacobs Manmohan Chandraker 50 160 0 19 Apr 2016
Real-Time Facial Segmentation and Performance Capture from RGB Input Shunsuke Saito Tianye Li Hao Li 3DH CVBM 46 131 0 10 Apr 2016
Gaussian Process Morphable Models M. Lüthi C. Jud Thomas Gerig T. Vetter 43 195 0 23 Mar 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 101 1,225 0 03 Mar 2016
Fitting a 3D Morphable Model to Edges: A Comparison Between Hard and Soft Correspondences Anil Bas W. Smith Timo Bolkart Stefanie Wuhrer 3DH 3DPC 52 102 0 02 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 702 36,958 0 08 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 300 7,387 0 05 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 517 62,294 0 04 Jun 2015
Fitting 3D Morphable Models using Local Features P. Huber Zhenhua Feng William Christmas J. Kittler Matthias Rätsch 3DPC 3DH 45 77 0 08 Mar 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 85 940 0 03 Feb 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images Anh Totti Nguyen J. Yosinski Jeff Clune AAML 169 3,271 0 05 Dec 2014
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection Gedas Bertasius Jianbo Shi Lorenzo Torresani 68 468 0 02 Dec 2014
Do Convnets Learn Correspondence? Jonathan Long Ning Zhang Trevor Darrell 81 311 0 04 Nov 2014