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
On the Evaluation of RGB-D-based Categorical Pose and Shape Estimation Leonard Bruns Patric Jensfelt 38 5 0 21 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 101 67 0 18 Feb 2022
Simple Control Baselines for Evaluating Transfer Learning Andrei Atanov Shijian Xu Onur Beker Andrei Filatov Amir Zamir SSL 70 1 0 07 Feb 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 182 118 0 25 Jan 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes Rahul Sajnani A. Poulenard Jivitesh Jain Radhika Dua Leonidas Guibas Srinath Sridhar 3DPC 60 35 0 19 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 121 130 0 05 Jan 2022
BANMo: Building Animatable 3D Neural Models from Many Casual Videos Gengshan Yang Minh Vo Natalia Neverova Deva Ramanan Andrea Vedaldi Hanbyul Joo 3DH 187 189 0 23 Dec 2021
Attention-based Transformation from Latent Features to Point Clouds Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 75 19 0 10 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 55 21 0 10 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction Nilesh Kulkarni Justin Johnson David Fouhey 3DV 73 7 0 08 Dec 2021
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion Zhaoyang Lyu Zhifeng Kong Xudong Xu Liang Pan Dahua Lin DiffM BDL 293 123 0 07 Dec 2021
Input-level Inductive Biases for 3D Reconstruction Yifan Wang Carl Doersch Relja Arandjelović João Carreira Andrew Zisserman 3DV 128 24 0 06 Dec 2021
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks Yefan Zhou Yiru Shen Yujun Yan Chen Feng Yaoqing Yang 33 0 0 30 Nov 2021
Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos D. Rozumnyi Martin R. Oswald V. Ferrari Marc Pollefeys 3DH DiffM 66 12 0 29 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 113 66 0 26 Nov 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 112 136 0 24 Nov 2021
Leveraging Geometry for Shape Estimation from a Single RGB Image Florian Langer Ignas Budvytis R. Cipolla 3DPC 61 6 0 10 Nov 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 70 15 0 22 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 222 232 0 12 Oct 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 118 50 0 12 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 102 221 0 03 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 62 8 0 03 Sep 2021
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph Yuan Liang Weinan Song Jiawei Yang Liang Qiu Kun Wang Lei He 3DV 60 25 0 30 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 72 5 0 23 Aug 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DV 3DPC 92 34 0 20 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 95 435 0 19 Aug 2021
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces Mohsen Yavartanoo Jaeyoung Chung Reyhaneh Neshatavar Kyoung Mu Lee 3DV 129 15 0 19 Aug 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition Sunghun Joung Seungryong Kim Minsu Kim Ig-Jae Kim Kwanghoon Sohn 85 10 0 10 Aug 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 100 124 0 16 Jul 2021
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image Wenjing Bian Zirui Wang Kejie Li V. Prisacariu 3DV 87 12 0 05 Jul 2021
LegoFormer: Transformers for Block-by-Block Multi-view 3D Reconstruction Farid Yagubbayli Yida Wang A. Tonioni Federico Tombari ViT 50 35 0 23 Jun 2021
Neural Marching Cubes Zhiqin Chen Hao Zhang 110 82 0 21 Jun 2021
DeepMesh: Differentiable Iso-Surface Extraction Benoît Guillard Edoardo Remelli Artem Lukoianov Stephan R. Richter Timur M. Bagautdinov Pierre Baqué Pascal Fua AI4CE 95 21 0 20 Jun 2021
Single View Physical Distance Estimation using Human Pose Xiaohan Fei Henry Wang Xiangyu Zeng L. Cheong Meng Wang Joseph Tighe 62 9 0 18 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 54 2 0 11 Jun 2021
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction Janis Postels Mengya Liu Riccardo Spezialetti Luc Van Gool Federico Tombari AI4CE 3DPC 77 22 0 06 Jun 2021
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction Liyue Shen Wei Zhao D. Capaldi John M. Pauly Lei Xing 65 29 0 25 May 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 87 74 0 08 May 2021
MongeNet: Efficient Sampler for Geometric Deep Learning Leo Lebrat Rodrigo Santa Cruz Clinton Fookes Olivier Salvado 3DPC 3DGS OT 43 3 0 29 Apr 2021
Variational Relational Point Completion Network Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 301 179 0 20 Apr 2021
NeRD: Neural 3D Reflection Symmetry Detector Yichao Zhou Shichen Liu Yi-An Ma 37 25 0 19 Apr 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 81 11 0 19 Apr 2021
Optimal Pose and Shape Estimation for Category-level 3D Object Perception Jingang Shi Heng Yang Luca Carlone 139 27 0 16 Apr 2021
View-Guided Point Cloud Completion Xuancheng Zhang Yutong Feng Siqi Li C. Zou Hai Wan Xibin Zhao Yandong Guo Yue Gao 3DPC 60 65 0 12 Apr 2021
VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone Navigation and Height Mapping Yilin Liu Ke Xie Hui Huang 115 19 0 07 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Xiaotian Chen Yuwang Wang Xuejin Chen Wenjun Zeng 3DV 3DPC MDE 93 55 0 02 Apr 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction Feng Liu Luan Tran Xiaoming Liu 3DV 69 16 0 02 Apr 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors J. Bechtold Maxim Tatarchenko Volker Fischer Thomas Brox 50 16 0 01 Apr 2021
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test Pengliang Ji Li Ruan Yunzhi Xue Limin Xiao Qian Dong 153 8 0 01 Apr 2021
Near-field Perception for Low-Speed Vehicle Automation using Surround-view Fisheye Cameras Ciarán Eising Jonathan Horgan S. Yogamani 133 45 0 31 Mar 2021