Neural Unsigned Distance Fields for Implicit Function Learning

26 October 2020

Papers citing "Neural Unsigned Distance Fields for Implicit Function Learning"

50 / 66 papers shown

Title
UltraBoneUDF: Self-supervised Bone Surface Reconstruction from Ultrasound Based on Neural Unsigned Distance Functions Luohong Wu Matthias Seibold N. Cavalcanti Giuseppe Loggia Lisa Reissner Bastian Sigrist Jonas Hein Lilian Calvet Arnd Viehöfer Philipp Fürnstahl 76 0 0 23 May 2025
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation Kristine Sørensen Oscar Camara O. D. Backer Klaus Kofoed Rasmus Paulsen 3DV 86 4 0 25 Apr 2025
Geometry in Style: 3D Stylization via Surface Normal Deformation Nam Anh Dinh Itai Lang Hyunwoo Kim Oded Stein Rana Hanocka 3DH 65 0 0 29 Mar 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 90 3 0 25 Mar 2025
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting Yufeng Jin V. Prasad Snehal Jauhri Mathias Franzius Georgia Chalvatzaki 3DGS 132 0 0 02 Dec 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Long Ma Junhui Hou Yuan Liu Wenping Wang 58 0 0 24 Oct 2024
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 82 1 0 07 Jun 2024
Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction Cheng Xu Fei Hou Wencheng Wang Hong Qin Zhebin Zhang Ying He 84 2 0 01 Jun 2024
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface Hui Tian Kai Xu 3DPC 78 0 0 23 Oct 2023
Patch-Grid: An Efficient and Feature-Preserving Neural Implicit Surface Representation Guying Lin Lei Yang Congyi Zhang Hao Pan Yuhan Ping Guodong Wei Taku Komura John Keyser Wenping Wang 24 7 0 26 Aug 2023
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 118 132 0 23 Oct 2020
Implicit Feature Networks for Texture Completion from Partial 3D Data Julian Chibane Gerard Pons-Moll 3DPC 3DV 3DH 19 44 0 20 Sep 2020
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing Garvita Tiwari Bharat Lal Bhatnagar Tony Tung Gerard Pons-Moll 3DH 3DPC AI4CE 91 127 0 22 Jul 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 66 197 0 22 Jul 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 291 560 0 19 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 87 2,601 0 19 Mar 2020
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel Zhouyingcheng Liao Gerard Pons-Moll 3DH AI4CE 78 257 0 10 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 84 495 0 03 Mar 2020
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 47 48 0 12 Dec 2019
NASA: Neural Articulated Shape Approximation Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 49 211 0 06 Dec 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 71 507 0 23 Nov 2019
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation Can Qin Haoxuan You Lichen Wang C.-C. Jay Kuo Y. Fu 3DPC 36 199 0 07 Nov 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 68 983 0 27 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 51 254 0 12 Sep 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 43 397 0 19 Aug 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 90 669 0 08 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 63 664 0 28 Jun 2019
Effective Rotation-invariant Point CNN with Spherical Harmonics kernels A. Poulenard Marie-Julie Rakotosaona Yann Ponty M. Ovsjanikov 3DPC 60 103 0 27 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 142 1,274 0 04 Jun 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 89 562 0 26 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 72 280 0 15 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 131 1,253 0 13 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 71 524 0 08 May 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 131 2,518 0 18 Apr 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image Thiemo Alldieck Gerard Pons-Moll Christian Theobalt M. Magnor 3DH 42 326 0 18 Apr 2019
Deep Level Sets: Implicit Surface Representations for 3D Shape Inference Mateusz Michalkiewicz J. K. Pontes Dominic Jack Mahsa Baktash Anders P. Eriksson 3DV 3DH 35 126 0 21 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 77 3,654 0 16 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 37 155 0 28 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 218 2,875 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 101 1,619 0 06 Dec 2018
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping Erhan Gundogdu Victor Constantin Amrollah Seifoddini Minh Dang Mathieu Salzmann Pascal Fua AI4CE 3DH 3DPC 38 136 0 27 Nov 2018
Scan2Mesh: From Unstructured Range Scans to 3D Meshes Angela Dai Matthias Nießner 3DPC 44 97 0 26 Nov 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 53 244 0 22 Oct 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 63 503 0 17 Aug 2018
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 55 572 0 26 Jul 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 75 260 0 05 Jun 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 79 1,323 0 05 Apr 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 133 480 0 13 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 121 1,181 0 15 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 221 6,076 0 24 Jan 2018