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3D Reconstruction of Novel Object Shapes from Single Images

14 June 2020

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Papers citing "3D Reconstruction of Novel Object Shapes from Single Images"

41 / 41 papers shown

Title
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 66 29 0 27 Jun 2020
Novel Object Viewpoint Estimation through Reconstruction Alignment Mohamed El Banani Jason J. Corso David Fouhey 106 14 0 05 Jun 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 85 465 0 24 Mar 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 129 2,594 0 19 Mar 2020
Adversarial Generation of Continuous Implicit Shape Representations Marian Kleineberg Matthias Fey F. Weichert 3DPC GAN 64 61 0 02 Feb 2020
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 83 198 0 02 Nov 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 106 566 0 26 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 50 427 0 09 May 2019
Deep Surface Normal Estimation with Hierarchical RGB-D Fusion Jin Zeng Yanfeng Tong Yunmu Huang Qiong Yan Wenxiu Sun J. Chen Yongtian Wang 3DH 58 69 0 06 Apr 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth José M. Fácil Benjamin Ummenhofer Huizhong Zhou Luis Montesano Thomas Brox Javier Civera MDE 131 139 0 03 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 88 694 0 03 Apr 2019
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image Jingwei Huang Yichao Zhou Thomas Funkhouser Leonidas Guibas 3DV 74 48 0 29 Mar 2019
Leveraging Shape Completion for 3D Siamese Tracking Silvio Giancola Jesus Zarzar Guohao Li 3DPC 72 155 0 05 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 55 90 0 31 Jan 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 61 127 0 19 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 131 3,688 0 16 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 67 155 0 28 Dec 2018
ABC: A Big CAD Model Dataset For Geometric Deep Learning Sebastian Koch Albert Matveev Zhongshi Jiang Francis Williams Alexey Artemov Evgeny Burnaev M. Alexa Denis Zorin Daniele Panozzo 3DPC 3DV 83 459 0 15 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 241 2,899 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 148 1,633 0 06 Dec 2018
DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image Jiaxiong Qiu Zhaopeng Cui Yinda Zhang Xingdi Zhang Shuaicheng Liu B. Zeng Marc Pollefeys 3DV 3DPC MDE 75 369 0 02 Dec 2018
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering Zhengqi Li Noah Snavely 77 165 0 26 Aug 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 71 106 0 18 May 2018
Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction Daeyun Shin Charless C. Fowlkes Derek Hoiem 60 117 0 17 Apr 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,330 0 05 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 106 1,020 0 02 Apr 2018
Learning Free-Form Deformations for 3D Object Reconstruction Dominic Jack J. K. Pontes Sridha Sridharan Clinton Fookes S. Shirazi Frederic Maire Anders P. Eriksson 3DPC 72 73 0 29 Mar 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 140 1,184 0 15 Feb 2018
CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition A. S. Baslamisli Hoàng-Ân Lê Theo Gevers 116 66 0 04 Dec 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 91 420 0 08 Nov 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 67 198 0 26 Aug 2017
Modulating early visual processing by language H. D. Vries Florian Strub Jérémie Mary Hugo Larochelle Olivier Pietquin Aaron Courville 115 489 0 02 Jul 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 147 670 0 09 Feb 2017
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 84 1,243 0 28 Nov 2016
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 103 520 0 13 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 86 1,716 0 02 Apr 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,530 0 09 Dec 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 141 382 0 20 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 160 3,218 0 05 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014