Hierarchical Surface Prediction for 3D Object Reconstruction

3 April 2017

Papers citing "Hierarchical Surface Prediction for 3D Object Reconstruction"

44 / 94 papers shown

Title
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 34 462 0 24 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 59 32 0 12 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 55 492 0 03 Mar 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 40 100 0 19 Feb 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 31 45 0 23 Dec 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 31 309 0 16 Nov 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 24 237 0 05 Aug 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 61 558 0 26 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 99 1,246 0 13 May 2019
RevealNet: Seeing Behind Objects in RGB-D Scans Ji Hou Angela Dai Matthias Nießner 3DV ISeg 3DPC 28 52 0 26 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 25 193 0 22 Apr 2019
3DN: 3D Deformation Network Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DPC 27 126 0 08 Mar 2019
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers Daeyun Shin Zhile Ren Erik B. Sudderth Charless C. Fowlkes 3DV 30 14 0 18 Feb 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 53 3,629 0 16 Jan 2019
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation C. Jiang Dequan Wang Jingwei Huang P. Marcus Matthias Nießner 3DPC 22 16 0 07 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 19 91 0 06 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 114 2,864 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 47 1,610 0 06 Dec 2018
Inferring Point Clouds from Single Monocular Images by Depth Intermediation Wei Zeng Sezer Karaoglu Theo Gevers 3DPC 24 19 0 04 Dec 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 42 209 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 31 195 0 12 Oct 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 22 121 0 21 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 32 184 0 13 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 13 24 0 10 Sep 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations Zaiwei Zhang Zhenpei Yang Chongyang Ma Linjie Luo Alexander G. Huth E. Vouga Qi-Xing Huang GAN 3DPC 21 125 0 06 Aug 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 36 542 0 06 Jul 2018
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks Yi Zhou Liwen Hu Jun Xing Weikai Chen Han-Wei Kung Xin Tong Hao Li 3DV 3DH 22 27 0 19 Jun 2018
View-volume Network for Semantic Scene Completion from a Single Depth Image Yu-Xiao Guo Xin Tong 3DV 3DPC 28 65 0 14 Jun 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 35 106 0 18 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 28 139 0 29 Apr 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 17 522 0 18 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 38 452 0 12 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 18 72 0 29 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 13 322 0 28 Mar 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 30 604 0 20 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 82 1,179 0 15 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans Angela Dai Daniel E. Ritchie M. Bokeloh Scott E. Reed Jürgen Sturm Matthias Nießner 3DV 16 290 0 29 Dec 2017
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 27 126 0 29 Nov 2017
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 L. Yi Lin Shao Manolis Savva Haibin Huang Yang Zhou ... Silvio Savarese Pat Hanrahan Thomas Funkhouser Hao Su Leonidas J. Guibas 3DV 28 66 0 17 Oct 2017
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 27 126 0 26 Jul 2017
Compact Model Representation for 3D Reconstruction J. K. Pontes Chen Kong Anders P. Eriksson Clinton Fookes Sridha Sridharan Simon Lucey 3DV 41 17 0 23 Jul 2017
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction Chen-Hsuan Lin Chen Kong Simon Lucey 3DV 38 422 0 21 Jun 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 36 558 0 20 Apr 2017