What Do Single-view 3D Reconstruction Networks Learn?

9 May 2019

Thomas Brox

Papers citing "What Do Single-view 3D Reconstruction Networks Learn?"

20 / 270 papers shown

Title
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 217 500 0 03 Mar 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 161 46 0 06 Jan 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 88 45 0 23 Dec 2019
Learning to Generate Dense Point Clouds with Textures on Multiple Categories T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 58 12 0 22 Dec 2019
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks ZiYun Wang Volkan Isler Daniel D. Lee 54 4 0 18 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 87 49 0 12 Dec 2019
NASA: Neural Articulated Shape Approximation Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 145 212 0 06 Dec 2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction Jiongchao Jin A. Patil Z. Xiong Hao Zhang 67 12 0 20 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 61 7 0 20 Nov 2019
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 87 20 0 18 Oct 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 77 255 0 12 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors Bram Wallace B. Hariharan 3DV 67 41 0 03 Sep 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 95 37 0 07 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 109 241 0 05 Aug 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 139 364 0 03 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 22 11 0 29 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 72 22 0 24 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 57 7 0 08 Jul 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 83 352 0 15 Jun 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 118 567 0 26 May 2019