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
Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance Lior Yariv Yoni Kasten Dror Moran Meirav Galun Matan Atzmon Ronen Basri Y. Lipman 3DV 113 15 0 22 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas Guibas 139 74 0 21 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 396 583 0 19 Mar 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions Kaichun Mo He Wang Xinchen Yan Leonidas Guibas 3DPC 154 40 0 19 Mar 2020
Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He MedIm 95 7 0 18 Mar 2020
Neural Mesh Refiner for 6-DoF Pose Estimation Di Wu Yihao Chen Xianbiao Qi Yongjian Yu W. Chen Rong Xiao 3DH 72 0 0 17 Mar 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency Xueting Li Sifei Liu Kihwan Kim Shalini De Mello Varun Jampani Ming-Hsuan Yang Jan Kautz 3DV 117 175 0 13 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 299 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 533 1,037 0 10 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry Huanjin Yao 3DV 260 8 0 08 Mar 2020
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image Aihua Mao Canglan Dai Lin Gao Ying He Yong Liu 3DV 3DPC 90 2 0 07 Mar 2020
Implicitly Defined Layers in Neural Networks Qianggong Zhang Yanyang Gu Mateusz Michalkiewicz Mahsa Baktash Anders P. Eriksson AI4CE 78 13 0 03 Mar 2020
Robotic Grasping through Combined Image-Based Grasp Proposal and 3D ReconstructionIEEE International Conference on Robotics and Automation (ICRA), 2025 Daniel Yang Tarik Tosun Ben Eisner Volkan Isler Daniel D. Lee 3DV 97 33 0 03 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionComputer Vision and Pattern Recognition (CVPR), 2025 Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 294 523 0 03 Mar 2020
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth Estimation Sizhang Dai Weibing Huang 119 2 0 02 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 137 57 0 28 Feb 2020
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Y. Nie Xiaoguang Han Shihui Guo Yujian Zheng Jian Chang Jianjun Zhang 3DV 186 220 0 27 Feb 2020
Implicit Geometric Regularization for Learning ShapesInternational Conference on Machine Learning (ICML), 2024 Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 211 910 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D MeshesInternational Conference on Machine Learning (ICML), 2024 C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 174 290 0 23 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 149 110 0 19 Feb 2020
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation Hao Tang Dan Xu Yan Yan Juil Sock N. Sebe GAN 171 147 0 27 Dec 2019
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 138 46 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 91 13 0 22 Dec 2019
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks ZiYun Wang Volkan Isler Daniel D. Lee 74 4 0 18 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 263 944 0 17 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 324 1,034 0 16 Dec 2019
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 190 247 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 218 82 0 15 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 170 50 0 12 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 101 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 220 253 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 203 140 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 220 299 0 29 Nov 2019
StructEdit: Learning Structural Shape Variations Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 95 46 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 247 178 0 25 Nov 2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction Jiongchao Jin A. Patil Z. Xiong Hao Zhang 116 12 0 20 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 71 7 0 20 Nov 2019
SSRNet: Scalable 3D Surface Reconstruction Network Zhenxing Mi Yimin Luo Wenbing Tao 3DV 3DPC 221 62 0 18 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 327 321 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 97 36 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 164 131 0 12 Nov 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 82 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 115 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 69 23 0 17 Oct 2019
An Interactive Control Approach to 3D Shape Reconstruction Bipul Islam Ji Liu A. Yezzi Romeil Sandhu 53 0 0 07 Oct 2019
Neural Multisensory Scene Inference Jae Hyun Lim Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal Sungjin Ahn 119 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 71 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 127 95 0 02 Oct 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 116 30 0 27 Sep 2019
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle Zhao-Yang Wang Xiao-Yun Zhou Peichao Li C. Riga Guang-Zhong Yang 3DV 70 9 0 16 Sep 2019