What Do Single-view 3D Reconstruction Networks Learn?

9 May 2019

Thomas Brox

Papers citing "What Do Single-view 3D Reconstruction Networks Learn?"

50 / 270 papers shown

Title
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction Zhenwei Zhu Liying Yang Ningchi Li Chaohao Jiang Yanyan Liang 92 9 0 27 Feb 2023
3D Surface Reconstruction in the Wild by Deforming Shape Priors from Synthetic Data Nicolai Häni Jun-Jee Chao Volkan Isler 3DV 58 1 0 24 Feb 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 146 84 0 21 Feb 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 172 301 0 21 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 97 50 0 10 Feb 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 82 9 0 19 Jan 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 100 61 0 11 Jan 2023
Ponder: Point Cloud Pre-training via Neural Rendering Di Huang Sida Peng Tong He Honghui Yang Xiaowei Zhou Wanli Ouyang SSL 3DPC 116 43 0 31 Dec 2022
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation Yen-Chi Cheng Hsin-Ying Lee Sergey Tulyakov Alex Schwing Liangyan Gui DiffM 118 255 0 08 Dec 2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction Zhen Wang Shijie Zhou Jeong Joon Park Despoina Paschalidou Suya You Gordon Wetzstein Leonidas Guibas A. Kadambi 93 27 0 08 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 88 6 0 05 Dec 2022
GARNet: Global-Aware Multi-View 3D Reconstruction Network and the Cost-Performance Tradeoff Zhenwei Zhu Liying Yang Xuxin Lin Chao Jiang Ningchi Li Lin Yang Yanyan Liang 3DPC 3DH 3DV 74 18 0 04 Nov 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 92 3 0 26 Oct 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 49 5 0 24 Oct 2022
Monocular Dynamic View Synthesis: A Reality Check Han Gao Ruilong Li Shubham Tulsiani Bryan C. Russell Angjoo Kanazawa 84 122 0 24 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Dianbo Sui 3DV 197 9 0 14 Oct 2022
Category-Level Global Camera Pose Estimation with Multi-Hypothesis Point Cloud Correspondences Jun-Jee Chao Selim Engin Nicolai Häni Volkan Isler 3DH 3DPC 75 2 0 28 Sep 2022
Structure-Aware 3D VR Sketch to 3D Shape Retrieval Ling Luo Yulia Gryaditskaya Tao Xiang Yi-Zhe Song 84 11 0 19 Sep 2022
Shape Completion with Points in the Shadow Bowen Zhang Xi Zhao He Wang Ruizhen Hu 73 5 0 17 Sep 2022
Multiple View Performers for Shape Completion David Watkins-Valls Peter K. Allen K. Choromanski Jacob Varley Nicholas R. Waytowich 48 1 0 13 Sep 2022
Prototype-Aware Heterogeneous Task for Point Cloud Completion Junshu Tang Jiacheng Xu Jing-yu Gong Haichuan Song Yuan Xie Lizhuang Ma 3DPC 81 2 0 05 Sep 2022
Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Simon Chen Yifan Liu Chunhua Shen MDE 122 50 0 28 Aug 2022
Vox-Surf: Voxel-based Implicit Surface Representation Hai Li Xingrui Yang Hongjia Zhai Yuqian Liu Hujun Bao Guofeng Zhang 92 67 0 21 Aug 2022
Single-view 3D Mesh Reconstruction for Seen and Unseen Categories Xianghui Yang Guo-Shing Lin Luping Zhou 3DV 62 17 0 04 Aug 2022
Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network Zhen Xing Yijiang Chen Zhixin Ling Xiangdong Zhou Yu Xiang 3DV 49 16 0 30 Jul 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 67 6 0 29 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 86 32 0 24 Jul 2022
PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation Bo Sun Vladimir G. Kim Noam Aigerman Qi-Xing Huang S. Chaudhuri 3DPC 84 9 0 24 Jul 2022
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer Hao Zhou Yun Cao Wenqing Chu Junwei Zhu Tong Lu Ying Tai Chengjie Wang 3DPC ViT 89 112 0 21 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 106 27 0 18 Jul 2022
Optimal and Robust Category-level Perception: Object Pose and Shape Estimation from 2D and 3D Semantic Keypoints Jingang Shi Heng Yang Luca Carlone 3DPC 3DV 87 13 0 24 Jun 2022
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D Reconstruction Zhenpei Yang Zaiwei Zhang Qi-Xing Huang 3DH 71 4 0 24 Jun 2022
Deep Active Latent Surfaces for Medical Geometries Patrick M. Jensen Udaranga Wickramasinghe Anders B. Dahl Pascal Fua Vedrana Andersen Dahl MedIm 96 2 0 21 Jun 2022
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D Reconstruction Leslie Ching Ow Tiong Dick Sigmund Andrew Beng Jin Teoh 3DV ViT 65 12 0 29 May 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling Biao Zhang Matthias Nießner Peter Wonka 3DV 118 91 0 27 May 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction Dmitry Petrov Matheus Gadelha R. Měch E. Kalogerakis 90 14 0 27 May 2022
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction Zhenpei Yang Zhile Ren Miguel Angel Bautista Zaiwei Zhang Qi Shan Qi-Xing Huang 3DH 86 25 0 16 May 2022
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction Shivam Duggal Deepak Pathak 3DPC 91 40 0 12 May 2022
Unsupervised Discovery and Composition of Object Light Fields Cameron Smith Hong-Xing Yu Sergey Zakharov F. Durand J. Tenenbaum Jiajun Wu Vincent Sitzmann OCL 86 29 0 08 May 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 54 18 0 08 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 97 74 0 23 Apr 2022
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues Zixuan Huang Stefan Stojanov Anh Thai Varun Jampani James M. Rehg 3DV 135 11 0 21 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 69 17 0 21 Apr 2022
What's in your hands? 3D Reconstruction of Generic Objects in Hands Yufei Ye Abhinav Gupta Shubham Tulsiani 3DH 74 86 0 14 Apr 2022
Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape Xiangyu Zhu Chang Yu Di Huang Zhen Lei Hao Wang Stan Z. Li 3DH CVBM 57 8 0 09 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Yan Sun Kostas Daniilidis 3DPC 121 33 0 05 Apr 2022
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation Changfeng Ma Yang Yang Jie Guo Chongjun Wang Yan Guo 3DPC 81 3 0 18 Mar 2022
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation Paritosh Mittal Y. Cheng Maneesh Singh Shubham Tulsiani 127 230 0 17 Mar 2022
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction Evin Pınar Örnek Shristi Mudgal Johanna Wald Yida Wang Nassir Navab F. Tombari 3DV 67 20 0 15 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 117 43 0 14 Mar 2022