Learning Category-Specific Mesh Reconstruction from Image Collections

20 March 2018

Papers citing "Learning Category-Specific Mesh Reconstruction from Image Collections"

50 / 151 papers shown

Title
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 27 28 0 15 Mar 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering Nikola Zubić Pietro Lió 3DV 25 17 0 05 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 146 78 0 11 Feb 2021
PVA: Pixel-aligned Volumetric Avatars Amit Raj Michael Zollhoefer Tomas Simon Jason M. Saragih Shunsuke Saito James Hays Stephen Lombardi 3DH 13 50 0 07 Jan 2021
Reconstructing Hand-Object Interactions in the Wild Zhe Cao Ilija Radosavovic Angjoo Kanazawa Jitendra Malik 3DH 13 146 0 17 Dec 2020
Unsupervised Part Discovery via Feature Alignment Mengqi Guo Yutong Bai Zhishuai Zhang Adam Kortylewski Alan Yuille OCL 3DPC 26 0 0 01 Dec 2020
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 45 82 0 26 Nov 2020
Continuous Surface Embeddings Natalia Neverova David Novotny Vasil Khalidov Marc Szafraniec Patrick Labatut Andrea Vedaldi 3DH 3DV 33 85 0 24 Nov 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 168 4 0 19 Oct 2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 98 138 0 18 Oct 2020
CoKe: Localized Contrastive Learning for Robust Keypoint Detection Yutong Bai Angtian Wang Adam Kortylewski Alan Yuille 32 14 0 29 Sep 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas J. Guibas 3DV 33 30 0 18 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 6 116 0 01 Aug 2020
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop Benjamin Biggs Oliver Boyne James Charles Andrew Fitzgibbon R. Cipolla 3DV 3DH 22 102 0 21 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 97 108 0 21 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 31 907 0 16 Jul 2020
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 46 21 0 13 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari D. Meger Jitendra Malik M. Drozdzal 13 68 0 07 Jul 2020
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen Zhigang Tu Di Kang Ruizhi Chen Linchao Bao Zhengyou Zhang Junsong Yuan 3DH 33 60 0 28 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 19 62 0 13 Jun 2020
Understanding Dynamic Scenes using Graph Convolution Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 19 30 0 09 May 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 53 46 0 19 Apr 2020
Self-Supervised Viewpoint Learning From Image Collections Siva Karthik Mustikovela Varun Jampani Shalini De Mello Sifei Liu Umar Iqbal Carsten Rother Jan Kautz SSL 31 39 0 03 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 34 107 0 02 Apr 2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction Anil Armagan Guillermo Garcia-Hernando Seungryul Baek Shreyas Hampali Mahdi Rad ... Philippe Weinzaepfel Romain Brégier Grégory Rogez Vincent Lepetit Tae-Kyun Kim 3DH 30 49 0 30 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 17 54 0 28 Feb 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 21 45 0 06 Jan 2020
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 41 467 0 18 Dec 2019
Getting Topology and Point Cloud Generation to Mesh Austin Dill Chun-Liang Li Songwei Ge Eunsu Kang 3DPC 17 3 0 08 Dec 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 27 251 0 12 Sep 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 22 236 0 05 Aug 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 27 361 0 03 Aug 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 68 1,264 0 04 Jun 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 48 296 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 52 1,245 0 13 May 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 30 40 0 26 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 28 380 0 12 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 18 210 0 08 Apr 2019
Re-Identification Supervised Texture Generation Jian Wang Yunshan Zhong Yachun Li Chi Zhang Yichen Wei 3DH 31 29 0 06 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 21 686 0 03 Apr 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 16 66 0 20 Mar 2019
3D Face Modeling From Diverse Raw Scan Data Feng Liu Luan Tran Xiaoming Liu 3DH 3DV CVBM 33 50 0 13 Feb 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 11 11 0 30 Jan 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 15 127 0 19 Jan 2019
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 29 253 0 06 Dec 2018
Photo Wake-Up: 3D Character Animation from a Single Photo Chung-Yi Weng Brian L. Curless Ira Kemelmacher-Shlizerman 3DH 15 134 0 05 Dec 2018
Domain-Adaptive Single-View 3D Reconstruction Pedro H. O. Pinheiro Negar Rostamzadeh Sungjin Ahn 30 25 0 04 Dec 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 28 195 0 12 Oct 2018
Deep Textured 3D Reconstruction of Human Bodies Abbhinav Venkat Sai Sagar Jinka Avinash Sharma 3DH 17 20 0 18 Sep 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 123 325 0 13 Jun 2018