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
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 86 15 0 27 Jun 2019
Emergence of Exploratory Look-Around Behaviors through Active Observation Completion Santhosh Kumar Ramakrishnan Dinesh Jayaraman Kristen Grauman 90 41 0 27 Jun 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 48 4 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 83 352 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 58 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 79 25 0 07 Jun 2019
3D-RelNet: Joint Object and Relational Network for 3D Prediction Nilesh Kulkarni Ishan Misra Shubham Tulsiani Abhinav Gupta 3DPC 82 45 0 06 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 259 1,283 0 04 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 163 567 0 26 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 163 300 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 84 197 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 394 1,259 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 101 73 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 177 429 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 64 38 0 27 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 78 195 0 22 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 80 54 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 430 1,804 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 89 177 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 152 209 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 79 31 0 14 Apr 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 114 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 166 385 0 12 Apr 2019
Learning joint reconstruction of hands and manipulated objects Yana Hasson Gül Varol Dimitrios Tzionas Igor Kalevatykh Michael J. Black Ivan Laptev Cordelia Schmid 3DH 150 531 0 11 Apr 2019
Deep Learning Inversion of Electrical Resistivity Data Bin Liu Qian Guo Shucai Li Benchao Liu Yuxiao Ren Yonghao Pang Xu Guo Lanbo Liu Peng-Tao Jiang 60 148 0 10 Apr 2019
Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction Jason Ku Alex D. Pon Steven L. Waslander 3DPC 123 254 0 02 Apr 2019
Pix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer Felix Petersen Amit H. Bermano Oliver Deussen Daniel Cohen-Or 3DV 85 55 0 26 Mar 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 70 66 0 20 Mar 2019
Generate What You Can't See - a View-dependent Image Generation K. Piaskowski Rafal Staszak D. Belter GAN 46 3 0 15 Mar 2019
A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images Jiapeng Tang Xiaoguang Han J. Pan Kui Jia Xin Tong 3DH 3DV 75 86 0 12 Mar 2019
Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image Xiaoguang Han Zhaoxuan Zhang Dong Du Mingdai Yang Jingming Yu Pan Pan Xin Yang Ligang Liu Zixiang Xiong Shuguang Cui 3DPC 124 51 0 10 Mar 2019
3DN: 3D Deformation Network Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DPC 93 128 0 08 Mar 2019
X-Section: Cross-Section Prediction for Enhanced RGBD Fusion Andrea Nicastro R. Clark Stefan Leutenegger 3DPC 82 13 0 03 Mar 2019
Generating Grasp Poses for a High-DOF Gripper Using Neural Networks Min Liu Zherong Pan Kai Xu Kanishka Ganguly Tianyi Zhou 141 76 0 01 Mar 2019
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers Daeyun Shin Zhile Ren Erik B. Sudderth Charless C. Fowlkes 3DV 76 14 0 18 Feb 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 74 91 0 31 Jan 2019
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning Yichen Wu Y. Rivenson Hongda Wang Yilin Luo Eyal Ben-David L. Bentolila C. Pritz Aydogan Ozcan MedIm 57 188 0 31 Jan 2019
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images Haozhe Xie Huanjin Yao Xiaoshuai Sun Shangchen Zhou Shengping Zhang 78 317 0 31 Jan 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation Dongwook Lee Junyoung Kim Won-Jin Moon J. C. Ye VLM GAN 102 148 0 28 Jan 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 114 10 0 25 Jan 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 75 117 0 25 Jan 2019
Deep-Learning Inversion of Seismic Data Shucai Li Bin Liu Yuxiao Ren Yangkang Chen Senlin Yang Yunhai Wang Peng-Tao Jiang 86 285 0 23 Jan 2019
Deep Level Sets: Implicit Surface Representations for 3D Shape Inference Mateusz Michalkiewicz J. K. Pontes Dominic Jack Mahsa Baktash Anders P. Eriksson 3DV 3DH 71 126 0 21 Jan 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 89 127 0 19 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 486 3,722 0 16 Jan 2019
DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces Jun Gao Chengcheng Tang Vignesh Ganapathi-Subramanian Jiahui Huang Hao Su Leonidas Guibas 3DPC 73 35 0 12 Jan 2019
Composite Shape Modeling via Latent Space Factorization Anastasia Dubrovina Fei Xia Panos Achlioptas Mira Shalah Raphael Groscot Leonidas Guibas 3DV 140 64 0 09 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 77 92 0 06 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 81 155 0 28 Dec 2018
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction Yifan Xing Rahul Tewari Paulo R. S. Mendonça 3DH 63 8 0 14 Dec 2018