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 / 920 papers shown

Title
CvxNet: Learnable Convex DecompositionComputer Vision and Pattern Recognition (CVPR), 2025 Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 186 265 0 12 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors Bram Wallace B. Hariharan 3DV 92 43 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 70 60 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 203 203 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 51 1 0 29 Aug 2019
Object-Driven Multi-Layer Scene Decomposition From a Single ImageIEEE International Conference on Computer Vision (ICCV), 2023 Helisa Dhamo Nassir Navab Federico Tombari 3DV 71 34 0 26 Aug 2019
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Junbang Liang Ming Lin 3DH 94 84 0 26 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single ImageBritish Machine Vision Conference (BMVC), 2025 Roman Klokov Jakob Verbeek Edmond Boyer 3DV 77 14 0 20 Aug 2019
Deep Meta Functionals for Shape Representation G. Littwin Lior Wolf 3DPC 122 82 0 17 Aug 2019
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction Eduard Ramon Guillermo Ruiz Thomas Batard Xavier Giró-i-Nieto 3DV 71 1 0 16 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 165 249 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 185 138 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 112 136 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 67 6 0 01 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 52 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 80 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 163 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 141 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 123 25 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 76 55 0 22 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 306 718 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 108 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 141 33 0 01 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 97 19 0 28 Jun 2019
Flexible SVBRDF Capture with a Multi-Image Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 105 123 0 27 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 106 15 0 27 Jun 2019
Emergence of Exploratory Look-Around Behaviors through Active Observation Completion Santhosh Kumar Ramakrishnan Dinesh Jayaraman Kristen Grauman 103 43 0 27 Jun 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 73 5 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 143 369 0 15 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 63 33 0 10 Jun 2019
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration Lingjing Wang Xiang Li Jianchun Chen Yi Fang 3DPC 92 26 0 07 Jun 2019
3D-RelNet: Joint Object and Relational Network for 3D Prediction Nilesh Kulkarni Ishan Misra Shubham Tulsiani Abhinav Gupta 3DPC 202 45 0 06 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 312 1,317 0 04 Jun 2019
Cerberus: A Multi-headed Derenderer Boyang Deng Simon Kornblith Geoffrey E. Hinton 3DH 64 8 0 28 May 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 262 581 0 26 May 2019
Rank3DGAN: Semantic mesh generation using relative attributes Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 77 4 0 24 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 235 318 0 17 May 2019
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks Xingde Ying Heng Guo Kai Ma Jian Wu Z. Weng Yefeng Zheng GAN MedIm 117 204 0 16 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Forrest Iandola Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 551 1,313 0 13 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 175 74 0 11 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 236 454 0 09 May 2019
IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction Soshi Shimada Vladislav Golyanik Christian Theobalt D. Stricker GAN 3DH 3DV 96 40 0 27 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 144 205 0 22 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 146 57 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 612 1,931 0 18 Apr 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Rui Wang Stephen M. Pizer Jan-Michael Frahm MDE 122 179 0 15 Apr 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 196 219 0 15 Apr 2019
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction Yi Wei Shaohui Liu Wang Zhao Jiwen Lu Jie Zhou 3DV 109 31 0 14 Apr 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 235 77 0 13 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 242 400 0 12 Apr 2019