Implicit Mesh Reconstruction from Unannotated Image Collections

16 July 2020

Papers citing "Implicit Mesh Reconstruction from Unannotated Image Collections"

31 / 31 papers shown

Title
Articulation-aware Canonical Surface Mapping Nilesh Kulkarni Abhinav Gupta David Fouhey Shubham Tulsiani 97 102 0 01 Apr 2020
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 76 897 0 17 Dec 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 93 362 0 03 Aug 2019
Canonical Surface Mapping via Geometric Cycle Consistency Nilesh Kulkarni Abhinav Gupta Shubham Tulsiani 58 97 0 23 Jul 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
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 97 299 0 17 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 150 1,258 0 13 May 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
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,688 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 244 2,899 0 10 Dec 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 71 244 0 22 Oct 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
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 66 606 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 140 1,184 0 15 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 55 205 0 11 Jan 2018
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,045 0 20 Nov 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 86 560 0 20 Apr 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 83 332 0 03 Apr 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 74 741 0 28 Mar 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 169 2,238 0 02 Dec 2016
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 87 590 0 01 Dec 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 68 395 0 03 Jul 2016
View Synthesis by Appearance Flow Tinghui Zhou Shubham Tulsiani Weilun Sun Jitendra Malik Alexei A. Efros 130 692 0 11 May 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
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 74 709 0 29 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 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
Learning 3D Deformation of Animals from 2D Images Angjoo Kanazawa S. Kovalsky Ronen Basri David Jacobs 60 41 0 28 Jul 2015
Category-Specific Object Reconstruction from a Single Image Abhishek Kar Shubham Tulsiani João Carreira Jitendra Malik 3DV 60 287 0 22 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014