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Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images

6 September 2021

Papers citing "Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images"

30 / 30 papers shown

Title
Shape, Illumination, and Reflectance from Shading Jonathan T. Barron Jitendra Malik 3DV 42 728 0 07 Oct 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 103 184 0 15 Jun 2020
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild Shangzhe Wu Christian Rupprecht Andrea Vedaldi OCL 87 310 0 25 Nov 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 65 1,726 0 11 Apr 2019
3D Dense Face Alignment via Graph Convolution Networks Huawei Wei Shuang Liang Yichen Wei 3DH 3DV CVBM 31 25 0 11 Apr 2019
3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan 3DH 78 440 0 03 Mar 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 74 356 0 09 Feb 2019
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 73 575 0 26 Jul 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 484 1,736 0 06 Jun 2018
Nonlinear 3D Face Morphable Model Luan Tran Xiaoming Liu 3DV 92 398 0 11 Apr 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 52 307 0 29 Mar 2018
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Yao Feng Fan Wu Xiaohu Shao Yanfeng Wang Xi Zhou 3DV 3DH 70 691 0 21 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 83 100 0 01 Mar 2018
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 99 523 0 04 Dec 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 82 1,046 0 20 Nov 2017
Morphable Face Models - An Open Framework Thomas Gerig Andreas Morel-Forster Clemens Blumer Bernhard Egger M. Lüthi Sandro Schönborn T. Vetter CVBM 3DH 62 269 0 25 Sep 2017
Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image Rui Zhu Hamed Kiani Galoogahi Chaoyang Wang Simon Lucey 3DV 86 90 0 15 Jul 2017
Learning to Estimate 3D Hand Pose from Single RGB Images Christiane Zimmermann Thomas Brox 3DH 73 712 0 03 May 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 151 2,581 0 25 Apr 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 81 549 0 30 Mar 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 58 479 0 15 Dec 2016
DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer Huizhong Zhou J. Uhrig N. Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox 3DV MDE 117 702 0 07 Dec 2016
3D Face Reconstruction by Learning from Synthetic Data Elad Richardson Matan Sela Ron Kimmel 3DH 3DV 69 307 0 14 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 157 2,888 0 13 Sep 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 95 1,720 0 02 Apr 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 110 709 0 29 Mar 2016
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 97 2,012 0 28 Nov 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 260 8,433 0 28 Nov 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 214 2,684 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 248 4,066 0 09 Jun 2014