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
Active 3D Shape Reconstruction from Vision and Touch Edward James Smith David Meger Luis Villaseñor-Pineda Roberto Calandra Jitendra Malik Adriana Romero M. Drozdzal 93 47 0 20 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen Anton Van Den Hengel 3DPC 94 14 0 18 Jul 2021
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image Wenjing Bian Zirui Wang Kejie Li V. Prisacariu 3DV 79 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
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
SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images A. M. Hafiz R. A. Bhat S. A. Parah M. Hassaballah 3DV 3DPC 23 3 0 17 Jun 2021
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate Xingyuan Sun Tianju Xue Szymon Rusinkiewicz Ryan P. Adams AI4CE 66 11 0 16 Jun 2021
Deep Implicit Surface Point Prediction Networks R. Venkatesh Tejan Karmali Sarthak Sharma Aurobrata Ghosh R. Venkatesh Babu László A. Jeni M. Singh 3DPC 3DV 83 47 0 10 Jun 2021
Neural Implicit 3D Shapes from Single Images with Spatial Patterns Yixin Zhuang Yunzhe Liu Yujie Wang Baoquan Chen 3DPC 31 0 0 06 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 103 9 0 05 Jun 2021
Consistent Two-Flow Network for Tele-Registration of Point Clouds Zihao Yan Zimu Yi Ruizhen Hu Niloy J. Mitra Daniel Cohen-Or Hui Huang 3DPC 50 22 0 01 Jun 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data Yuan-Ting Hu Jiahong Wang Raymond A. Yeh Alex Schwing 70 38 0 18 May 2021
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning Yang Xiao Yuming Du Renaud Marlet SSL 65 23 0 12 May 2021
Sparse Pose Trajectory Completion Bo Liu Mandar Dixit Roland Kwitt G. Hua Nuno Vasconcelos 25 0 0 01 May 2021
Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in Architecture Stanislava Fedorova Alberto Tono Meher Shashwat Nigam Jiayao Zhang Amirhossein Ahmadnia C. Bolognesi D. L. Michels 3DV 43 9 0 26 Apr 2021
NeRD: Neural 3D Reflection Symmetry Detector Yichao Zhou Shichen Liu Yi-An Ma 37 25 0 19 Apr 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction Feng Liu Luan Tran Xiaoming Liu 3DV 69 16 0 02 Apr 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 137 107 0 11 Mar 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering Nikola Zubić Pietro Lio 3DV 68 17 0 05 Mar 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 124 113 0 17 Feb 2021
From Points to Multi-Object 3D Reconstruction Francis Engelmann Konstantinos Rematas Bastian Leibe V. Ferrari 3DPC 112 42 0 21 Dec 2020
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations Adel Ahmadyan Liangkai Zhang Jianing Wei Artsiom Ablavatski Matthias Grundmann 3DPC 214 178 0 18 Dec 2020
Reconstructing Hand-Object Interactions in the Wild Zhe Cao Ilija Radosavovic Angjoo Kanazawa Jitendra Malik 3DH 112 147 0 17 Dec 2020
Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos Kevis-Kokitsi Maninis S. Popov Matthias Nießner V. Ferrari 3DPC 100 39 0 08 Dec 2020
Learning Equivariant Representations Carlos Esteves BDL 61 0 0 04 Dec 2020
3D-NVS: A 3D Supervision Approach for Next View Selection Kumar Ashutosh S. Kumar S. Chaudhuri 54 4 0 03 Dec 2020
Holistic 3D Human and Scene Mesh Estimation from Single View Images Zhenzhen Weng Serena Yeung 3DH 87 59 0 02 Dec 2020
3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics Huan Fu Bowen Cai Lin Gao Ling-Xiao Zhang Ying Li Zengqi Xun Chengyue Sun Rongfei Jia Binqiang Zhao H. Zhang 3DV 89 276 0 18 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 63 6 0 17 Nov 2020
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces R. Venkatesh Sarthak Sharma Aurobrata Ghosh László A. Jeni M. Singh 58 24 0 04 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 197 393 0 04 Nov 2020
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning Huan Fu Shunming Li Rongfei Jia Biwei Huang Binqiang Zhao Dacheng Tao 3DV 73 18 0 23 Oct 2020
I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing Ammar Malik H. Lhachemi Robert Shorten 27 0 0 21 Oct 2020
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 93 262 0 21 Sep 2020
Interactive Annotation of 3D Object Geometry using 2D Scribbles Tianchang Shen Jun Gao Amlan Kar Sanja Fidler 3DV 97 16 0 24 Aug 2020
Associative3D: Volumetric Reconstruction from Sparse Views Shengyi Qian Linyi Jin David Fouhey 115 20 0 27 Jul 2020
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry Yifan Xu Tianqi Fan Yi Yuan Gurprit Singh 3DPC 3DV 100 36 0 27 Jul 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the Wild Weifeng Chen Shengyi Qian David Fan Noriyuki Kojima Max Hamilton Jia Deng 3DV 81 63 0 26 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 80 70 0 26 Jul 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 138 321 0 23 Jul 2020
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild Alexander Grabner Yaming Wang Peizhao Zhang Peihong Guo Tong Xiao Peter Vajda P. Roth Vincent Lepetit 3DH 40 11 0 17 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 88 72 0 07 Jul 2020
3D Probabilistic Segmentation and Volumetry from 2D projection images Athanasios Vlontzos Samuel Budd Benjamin Hou Daniel Rueckert Bernhard Kainz 27 1 0 23 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie Huanjin Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 87 187 0 22 Jun 2020
MeshSDF: Differentiable Iso-Surface Extraction Edoardo Remelli Artem Lukoianov Stephan R. Richter Benoît Guillard Timur M. Bagautdinov Pierre Baqué Pascal Fua 106 153 0 06 Jun 2020
UCLID-Net: Single View Reconstruction in Object Space Benoît Guillard Edoardo Remelli Pascal Fua 3DV 45 7 0 06 Jun 2020
Novel Object Viewpoint Estimation through Reconstruction Alignment Mohamed El Banani Jason J. Corso David Fouhey 119 14 0 05 Jun 2020
FroDO: From Detections to 3D Objects Kejie Li Martin Rünz Meng Tang Lingni Ma Chen Kong ... Ian Reid Lourdes Agapito Julian Straub S. Lovegrove Richard Newcombe 3DPC 79 72 0 11 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 67 10 0 10 May 2020
From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks K. L. Navaneet Ansu Mathew Shashank Kashyap Wei-Chih Hung Varun Jampani R. Venkatesh Babu 3DPC 62 36 0 05 May 2020