3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

2 April 2016

Silvio Savarese

Papers citing "3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction"

50 / 621 papers shown

Title
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 100 45 0 23 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 205 905 0 17 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 235 1,001 0 16 Dec 2019
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 141 240 0 15 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 184 80 0 15 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 94 49 0 12 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 49 1 0 10 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 118 245 0 06 Dec 2019
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation Keunhong Park Arsalan Mousavian Yu Xiang Dieter Fox 115 134 0 01 Dec 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing Shaohui Liu Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 170 286 0 29 Nov 2019
StructEdit: Learning Structural Shape Variations Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 84 45 0 25 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 158 169 0 25 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 65 7 0 20 Nov 2019
SSRNet: Scalable 3D Surface Reconstruction Network Zhenxing Mi Yimin Luo Wenbing Tao 3DV 3DPC 171 57 0 18 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 214 312 0 16 Nov 2019
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion Anh-Duc Nguyen Seonghwan Choi Woojae Kim Sanghoon Lee 3DPC 73 32 0 15 Nov 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 109 127 0 12 Nov 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 55 0 0 31 Oct 2019
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 95 20 0 18 Oct 2019
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics Oier Mees Maxim Tatarchenko Thomas Brox Wolfram Burgard 53 22 0 17 Oct 2019
An Interactive Control Approach to 3D Shape Reconstruction Bipul Islam Ji Liu A. Yezzi Romeil Sandhu 41 0 0 07 Oct 2019
Neural Multisensory Scene Inference Jae Hyun Lim Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal Sungjin Ahn 48 10 0 06 Oct 2019
Higher Order Function Networks for View Planning and Multi-View Reconstruction Selim Engin Eric Mitchell Dongkyu Choi Volkan Isler Daniel D. Lee 3DV OffRL 35 6 0 04 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware Grasping Mark Van der Merwe Qingkai Lu Balakumar Sundaralingam Martin Matak Tucker Hermans 3DV 92 89 0 02 Oct 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 88 30 0 27 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 100 255 0 12 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors Bram Wallace B. Hariharan 3DV 80 41 0 03 Sep 2019
ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DV 3DPC 66 57 0 03 Sep 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 164 191 0 01 Sep 2019
Flexible Conditional Image Generation of Missing Data with Learned Mental Maps Benjamin Hou Athanasios Vlontzos A. Alansary Daniel Rueckert Bernhard Kainz MedIm 41 1 0 29 Aug 2019
Object-Driven Multi-Layer Scene Decomposition From a Single Image Helisa Dhamo Nassir Navab Federico Tombari 3DV 55 30 0 26 Aug 2019
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images Junbang Liang Ming Lin 3DH 65 84 0 26 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 65 14 0 20 Aug 2019
Deep Meta Functionals for Shape Representation G. Littwin Lior Wolf 3DPC 83 82 0 17 Aug 2019
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction Eduard Ramon Guillermo Ruiz Thomas Batard Xavier Giró-i-Nieto 3DV 52 1 0 16 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 120 241 0 05 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 151 134 0 01 Aug 2019
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images Valentin Gabeur Jean-Sébastien Franco Xavier Martin Cordelia Schmid Grégory Rogez 3DH 99 134 0 01 Aug 2019
A Framework for Depth Estimation and Relative Localization of Ground Robots using Computer Vision Rômulo T. Rodrigues Pedro Miraldo Dimos V. Dimarogonas Antonio Pedro Aguiar 55 6 0 01 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 38 11 0 29 Jul 2019
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes Arindam Paul M. Mozaffar Zijiang Yang W. Liao A. Choudhary Jian Cao Ankit Agrawal AI4CE 65 51 0 28 Jul 2019
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud Xiao-Yun Zhou Zhao-Yang Wang Peichao Li Jian-Qing Zheng Guang-Zhong Yang 3DPC 119 21 0 24 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 82 22 0 24 Jul 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies Soshi Shimada Vladislav Golyanik E. Tretschk D. Stricker Christian Theobalt 3DPC 86 24 0 24 Jul 2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network Yifan Wang Z. Zhong Jing Hua 63 54 0 22 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 203 678 0 08 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 66 7 0 08 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape Reconstruction Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas Guibas 3DV 96 33 0 01 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 56 18 0 28 Jun 2019
Flexible SVBRDF Capture with a Multi-Image Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 93 117 0 27 Jun 2019