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A Point Set Generation Network for 3D Object Reconstruction from a Single Image

2 December 2016

Haoqiang Fan

Papers citing "A Point Set Generation Network for 3D Object Reconstruction from a Single Image"

50 / 1,195 papers shown

Title
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 126 242 0 05 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 151 134 0 01 Aug 2019
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images Valentin Gabeur Jean-Sébastien Franco Xavier Martin Cordelia Schmid Grégory Rogez 3DH 105 134 0 01 Aug 2019
A Framework for Depth Estimation and Relative Localization of Ground Robots using Computer Vision Rômulo T. Rodrigues Pedro Miraldo Dimos V. Dimarogonas Antonio Pedro Aguiar 55 6 0 01 Aug 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 149 143 0 30 Jul 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 38 11 0 29 Jul 2019
PU-GAN: a Point Cloud Upsampling Adversarial Network Ruihui Li Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 114 399 0 25 Jul 2019
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud Xiao-Yun Zhou Zhao-Yang Wang Peichao Li Jian-Qing Zheng Guang-Zhong Yang 3DPC 122 21 0 24 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 82 22 0 24 Jul 2019
Learning Embedding of 3D models with Quadric Loss Nitin Agarwal Sung-eui Yoon M. Gopi 3DPC 3DV 71 11 0 24 Jul 2019
Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction Luca Thiede P. Brahma 86 62 0 23 Jul 2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network Yifan Wang Z. Zhong Jing Hua 68 54 0 22 Jul 2019
Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis Anjany Sekuboyina Markus Rempfler A. Valentinitsch M. Löffler Jan S. Kirschke Bjoern Menze 3DPC 85 10 0 22 Jul 2019
Inferring Occluded Geometry Improves Performance when Retrieving an Object from Dense Clutter A. Price Linyi Jin Dmitry Berenson 101 23 0 20 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 66 7 0 08 Jul 2019
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds L. Prantl N. Chentanez S. Jeschke Nils Thuerey 3DPC 75 14 0 03 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape Reconstruction Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas Guibas 3DV 98 33 0 01 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 247 672 0 28 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 91 15 0 27 Jun 2019
Emergence of Exploratory Look-Around Behaviors through Active Observation Completion Santhosh Kumar Ramakrishnan Dinesh Jayaraman Kristen Grauman 93 41 0 27 Jun 2019
3D Surface Reconstruction from Voxel-based Lidar Data Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 69 20 0 25 Jun 2019
SeGMA: Semi-Supervised Gaussian Mixture Auto-Encoder Marek Śmieja Maciej Wołczyk Jacek Tabor Bernhard C. Geiger 44 23 0 21 Jun 2019
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks Xinchen Yan Mohi Khansari Jasmine Hsu Yuanzheng Gong Yunfei Bai Soren Pirk Honglak Lee 3DPC 80 32 0 21 Jun 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 51 4 0 19 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 86 76 0 16 Jun 2019
Deep Set Prediction Networks Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 185 111 0 15 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 83 353 0 15 Jun 2019
Inferring 3D Shapes from Image Collections using Adversarial Networks Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang GAN 69 6 0 11 Jun 2019
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 188 303 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 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
FSPool: Learning Set Representations with Featurewise Sort Pooling Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 150 80 0 06 Jun 2019
Cerberus: A Multi-headed Derenderer Boyang Deng Simon Kornblith Geoffrey E. Hinton 3DH 56 8 0 28 May 2019
Controlling Neural Level Sets Matan Atzmon Niv Haim Lior Yariv Ofer Israelov Haggai Maron Y. Lipman AI4CE 75 121 0 28 May 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
Rank3DGAN: Semantic mesh generation using relative attributes Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 50 4 0 24 May 2019
Augmenting correlation structures in spatial data using deep generative models Konstantin Klemmer Adriano Soares Koshiyama Sebastian Flennerhag 139 21 0 23 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 172 300 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
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 155 286 0 15 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 103 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 182 429 0 09 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein Stefanos Zafeiriou MedIm 3DH 126 165 0 08 May 2019
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation Stylianos Moschoglou Stylianos Ploumpis M. Nicolaou A. Papaioannou Stefanos Zafeiriou CVBM 3DH 77 51 0 01 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 110 181 0 28 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 83 195 0 22 Apr 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 143 1,297 0 21 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 90 54 0 18 Apr 2019
Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion Tao Hu Zhizhong Han Abhinav Shrivastava Matthias Zwicker 3DV 96 57 0 17 Apr 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning Pedro Hermosilla Tobias Ritschel Timo Ropinski 3DPC 103 127 0 16 Apr 2019