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
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 334 2,916 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 243 1,640 0 06 Dec 2018
Domain-Adaptive Single-View 3D Reconstruction Pedro H. O. Pinheiro Negar Rostamzadeh Sungjin Ahn 97 25 0 04 Dec 2018
Inferring Point Clouds from Single Monocular Images by Depth Intermediation Wei Zeng Sezer Karaoglu Theo Gevers 3DPC 106 19 0 04 Dec 2018
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 271 669 0 03 Dec 2018
ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving Xibin Song Peng Wang Dingfu Zhou Rui Zhu Chenye Guan Yuchao Dai Hao Su Hongdong Li Ruigang Yang 3DPC 102 159 0 29 Nov 2018
Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette Kejie Li Ravi Garg Mingpeng Cai Ian Reid 3DPC 71 5 0 29 Nov 2018
CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision L. NavaneetK. Priyanka Mandikal Mayank Agarwal R. Venkatesh Babu 3DV 3DPC 65 64 0 28 Nov 2018
Learning View Priors for Single-view 3D Reconstruction Hiroharu Kato Tatsuya Harada 131 80 0 26 Nov 2018
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image Jinglu Wang Bo Sun Yan Lu 3DPC 3DV 95 41 0 23 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 72 141 0 19 Nov 2018
Adversarial Semantic Scene Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 76 32 0 25 Oct 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 155 244 0 22 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 127 211 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 106 196 0 12 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 149 43 0 30 Sep 2018
Real-Time Monocular Object-Model Aware Sparse SLAM M. Hosseinzadeh Kejie Li Yasir Latif Ian Reid 96 72 0 24 Sep 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 92 121 0 21 Sep 2018
Deep Textured 3D Reconstruction of Human Bodies Abbhinav Venkat Sai Sagar Jinka Avinash Sharma 3DH 65 20 0 18 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 104 184 0 13 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 42 25 0 10 Sep 2018
LS-Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo R. Clark Michael Bloesch J. Czarnowski Stefan Leutenegger Andrew J. Davison 81 80 0 09 Sep 2018
3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao T. Hsu Jun-Yan Zhu Jiajun Wu Antonio Torralba William T. Freeman J. Tenenbaum 3DPC 3DV 139 86 0 28 Aug 2018
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling Zhijie Wu Xiang Wang Di Lin Dani Lischinski Daniel Cohen-Or Hui Huang 3DPC 81 49 0 12 Aug 2018
3D Shape Perception from Monocular Vision, Touch, and Shape Priors Shaoxiong Wang Jiajun Wu Xingyuan Sun Wenzhen Yuan William T. Freeman J. Tenenbaum Edward H. Adelson MDE 89 118 0 09 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks Rongtian Ye Fangyu Liu Liqiang Zhang MDE 48 46 0 05 Aug 2018
Structure-Aware Shape Synthesis Elena Balashova Vivek Singh Jiangping Wang Brian Teixeira Terrence Chen Thomas Funkhouser 88 21 0 04 Aug 2018
iSPA-Net: Iterative Semantic Pose Alignment Network Jogendra Nath Kundu Aditya Ganeshan V. RahulM. Aditya Prakash R. Venkatesh Babu 52 4 0 03 Aug 2018
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction Bo Yang Sen Wang Andrew Markham Niki Trigoni 3DPC 3DV 118 142 0 02 Aug 2018
Layer-structured 3D Scene Inference via View Synthesis Shubham Tulsiani Richard Tucker Noah Snavely 3DV 68 170 0 26 Jul 2018
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision Paul Henderson Vittorio Ferrari 3DV 82 81 0 24 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image Helisa Dhamo Keisuke Tateno Iro Laina Nassir Navab Federico Tombari GAN 3DV 112 60 0 23 Jul 2018
PS-FCN: A Flexible Learning Framework for Photometric Stereo Guanying Chen Kai Han Kwan-Yee K. Wong 102 135 0 23 Jul 2018
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image Priyanka Mandikal L. NavaneetK. Mayank Agarwal R. Venkatesh Babu 3DV 3DPC 85 157 0 20 Jul 2018
Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning P. Gay Stuart James Alessio Del Bue OCL 87 31 0 16 Jul 2018
Specular-to-Diffuse Translation for Multi-View Reconstruction Shihao Wu Hui Huang Tiziano Portenier Matan Sela Danny Cohen-Or Ron Kimmel Matthias Zwicker DiffM 75 24 0 14 Jul 2018
Anytime Neural Prediction via Slicing Networks Vertically Hankook Lee Jinwoo Shin AI4CE 76 16 0 07 Jul 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility Benjamin Hepp Debadeepta Dey Sudipta N. Sinha Ashish Kapoor Neel Joshi Otmar Hilliges 146 54 0 27 Jun 2018
Learning Single-Image Depth from Videos using Quality Assessment Networks Weifeng Chen Shengyi Qian Jia Deng 90 67 0 25 Jun 2018
Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control Zhiyong Wang Jinxiang Chai Shi-hong Xia GAN 64 75 0 21 Jun 2018
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks Yi Zhou Liwen Hu Jun Xing Weikai Chen Han-Wei Kung Xin Tong Hao Li 3DV 3DH 76 27 0 19 Jun 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 106 106 0 18 May 2018
Active Object Reconstruction Using a Guided View Planner Xin Yang Yuanbo Wang Yaru Wang Baocai Yin Qiang Zhang Xiaopeng Wei Hongbo Fu 51 17 0 08 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 77 139 0 29 Apr 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 109 530 0 18 Apr 2018
Im2Avatar: Colorful 3D Reconstruction from a Single Image Yongbin Sun Ziwei Liu Yue Wang Sanjay E. Sarma 3DV 77 33 0 17 Apr 2018
Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction Daeyun Shin Charless C. Fowlkes Derek Hoiem 93 118 0 17 Apr 2018
Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image Zhengqin Li Kalyan Sunkavalli Manmohan Chandraker 85 174 0 16 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image Chengjie Niu Jun Li Kai Xu 3DV 75 128 0 16 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 147 457 0 12 Apr 2018