Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

12 April 2018

Jiajun Wu

William T. Freeman

Papers citing "Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling"

50 / 257 papers shown

Title
SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans A. Avetisyan T. Khanova Chris Choy D. Dash Angela Dai Matthias Nießner 3DPC 26 63 0 27 Mar 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 37 43 0 27 Mar 2020
Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Juil Sock Guillermo Garcia-Hernando Anil Armagan Tae-Kyun Kim 24 5 0 27 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 16 7 0 22 Mar 2020
Ford Multi-AV Seasonal Dataset Siddharth Agarwal Ankit Vora Gaurav Pandey Wayne Williams H. Kourous J. McBride 3DPC 64 116 0 17 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry H. Yao 3DV 134 8 0 08 Mar 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 27 200 0 27 Feb 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 25 45 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 21 12 0 22 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 14 1 0 10 Dec 2019
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool Konstantinos Rematas V. Ferrari 3DH 33 39 0 10 Dec 2019
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion Anh-Duc Nguyen Seonghwan Choi Woojae Kim Sanghoon Lee 3DPC 16 32 0 15 Nov 2019
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics Oier Mees Maxim Tatarchenko Thomas Brox Wolfram Burgard 9 22 0 17 Oct 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 108 190 0 01 Sep 2019
A Survey of Simultaneous Localization and Mapping with an Envision in 6G Wireless Networks Baichuan Huang Jun Zhao Jingbin Liu 34 113 0 24 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 25 15 0 20 Aug 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 24 36 0 07 Aug 2019
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DV 16 20 0 07 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 16 47 0 06 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 15 11 0 29 Jul 2019
Warp and Learn: Novel Views Generation for Vehicles and Other Objects Andrea Palazzi Luca Bergamini Simone Calderara Rita Cucchiara 26 0 0 24 Jul 2019
Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors Lan Hu Wanting Xu Kun Huang L. Kneip 24 15 0 23 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 25 7 0 08 Jul 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 30 347 0 15 Jun 2019
Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects Yang Xiao Xuchong Qiu Pierre-Alain Langlois Mathieu Aubry Renaud Marlet 3DPC 19 67 0 12 Jun 2019
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans A. Avetisyan Angela Dai Matthias Nießner 3DPC 3DV 11 82 0 10 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 14 33 0 10 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 74 1,266 0 04 Jun 2019
Probabilistic Category-Level Pose Estimation via Segmentation and Predicted-Shape Priors Benjamin Burchfiel George Konidaris 14 6 0 28 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 10 427 0 09 May 2019
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction Yi Wei Shaohui Liu Wang Zhao Jiwen Lu Jie Zhou 3DV 27 30 0 14 Apr 2019
Embodied Visual Recognition Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra 32 26 0 09 Apr 2019
Real-time Soft Body 3D Proprioception via Deep Vision-based Sensing Ruoyu Wang Shiheng Wang Songyu Du Erdong Xiao Wenzhen Yuan Chen Feng 3DH 11 35 0 08 Apr 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 24 86 0 12 Mar 2019
3DN: 3D Deformation Network Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DPC 27 126 0 08 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero D. Meger 16 90 0 31 Jan 2019
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images Haozhe Xie H. Yao Xiaoshuai Sun Shangchen Zhou Shengping Zhang 17 314 0 31 Jan 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 22 115 0 25 Jan 2019
Learning to Infer and Execute 3D Shape Programs Yonglong Tian Andrew F. Luo Xingyuan Sun Kevin Ellis William T. Freeman J. Tenenbaum Jiajun Wu 3DV 16 145 0 09 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 24 155 0 28 Dec 2018
Scene Recomposition by Learning-based ICP Hamid Izadinia S. M. Seitz 3DV 3DPC 17 14 0 13 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 14 2,861 0 10 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 35 253 0 06 Dec 2018
Cross-Domain 3D Equivariant Image Embeddings Carlos Esteves Avneesh Sud Zhengyi Luo Kostas Daniilidis A. Makadia 3DPC 29 22 0 06 Dec 2018
Domain-Adaptive Single-View 3D Reconstruction Pedro H. O. Pinheiro Negar Rostamzadeh Sungjin Ahn 33 25 0 04 Dec 2018
Inferring Point Clouds from Single Monocular Images by Depth Intermediation Wei Zeng Sezer Karaoglu Theo Gevers 3DPC 24 19 0 04 Dec 2018
Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette Kejie Li Ravi Garg Mingpeng Cai Ian Reid 3DPC 6 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 16 64 0 28 Nov 2018
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects Michael A. Alcorn Melvin Johnson Zhitao Gong Chengfei Wang Long Mai Naveen Ari Stella Laurenzo 30 299 0 28 Nov 2018