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 / 262 papers shown

Title
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 78 72 0 27 Apr 2020
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 142 6 0 20 Apr 2020
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction Edgar Sucar Kentaro Wada Andrew J. Davison OCL 3DH 3DV 84 114 0 09 Apr 2020
Learning 3D Semantic Scene Graphs from 3D Indoor Reconstructions Johanna Wald Helisa Dhamo Nassir Navab Federico Tombari 3DV 3DPC 75 220 0 08 Apr 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 64 14 0 28 Mar 2020
SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans A. Avetisyan T. Khanova Chris Choy D. Dash Angela Dai Matthias Nießner 3DPC 64 64 0 27 Mar 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 107 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 58 5 0 27 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 34 7 0 22 Mar 2020
Ford Multi-AV Seasonal Dataset Siddharth Agarwal Ankit Vora Gaurav Pandey Wayne Williams H. Kourous J. McBride 3DPC 144 119 0 17 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry Huanjin Yao 3DV 185 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 109 208 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 82 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 53 12 0 22 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 39 1 0 10 Dec 2019
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool Konstantinos Rematas V. Ferrari 3DH 86 40 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 63 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 46 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 151 191 0 01 Sep 2019
A Survey of Simultaneous Localization and Mapping with an Envision in 6G Wireless Networks Baichuan Huang Jun Zhao Jingbin Liu 146 114 0 24 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 59 14 0 20 Aug 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 95 37 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 78 20 0 07 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 77 47 0 06 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 22 11 0 29 Jul 2019
Warp and Learn: Novel Views Generation for Vehicles and Other Objects Andrea Palazzi Luca Bergamini Simone Calderara Rita Cucchiara 64 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 81 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 57 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 73 352 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 84 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 63 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 55 33 0 10 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 192 1,283 0 04 Jun 2019
Probabilistic Category-Level Pose Estimation via Segmentation and Predicted-Shape Priors Benjamin Burchfiel George Konidaris 60 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 133 300 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 59 428 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 70 31 0 14 Apr 2019
Embodied Visual Recognition Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra 72 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 77 38 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 60 86 0 12 Mar 2019
3DN: 3D Deformation Network Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DPC 76 128 0 08 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 67 91 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 76 317 0 31 Jan 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 67 117 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 114 147 0 09 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 72 155 0 28 Dec 2018
Scene Recomposition by Learning-based ICP Hamid Izadinia S. M. Seitz 3DV 3DPC 60 14 0 13 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 255 2,915 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 88 256 0 06 Dec 2018
Cross-Domain 3D Equivariant Image Embeddings Carlos Esteves Avneesh Sud Zhengyi Luo Kostas Daniilidis A. Makadia 3DPC 78 22 0 06 Dec 2018