Deep Level Sets: Implicit Surface Representations for 3D Shape Inference

21 January 2019

Mateusz Michalkiewicz

Papers citing "Deep Level Sets: Implicit Surface Representations for 3D Shape Inference"

37 / 37 papers shown

Title
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 46 9 0 04 Jul 2024
Deep Conditional Shape Models for 3D cardiac image segmentation Athira J. Jacob Puneet Sharma Daniel Rückert 3DV 32 3 0 16 Oct 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 29 6 0 07 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 38 23 0 02 Jun 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 37 28 0 25 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy Abhinanda R. Punnakkal Suyog Jadhav Alexander Horsch Krishna Agarwal Dilip K. Prasad 42 0 0 02 Mar 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 52 198 0 26 Jan 2023
Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields Boyu Zhang Wenbo Xu Zheng Zhu Guan Huang 47 2 0 01 Jan 2023
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 43 3 0 26 Oct 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 43 42 0 06 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene Yujie Wang Xuelin Chen Baoquan Chen 26 10 0 03 Oct 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 22 3 0 07 Mar 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 50 7 0 17 Feb 2022
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 27 34 0 19 Dec 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 43 116 0 24 Aug 2021
3D human tongue reconstruction from single "in-the-wild" images Stylianos Ploumpis Stylianos Moschoglou Vasileios Triantafyllou S. Zafeiriou 3DH 19 6 0 23 Jun 2021
NPMs: Neural Parametric Models for 3D Deformable Shapes Pablo Rodríguez Palafox Aljavz Bovzivc Justus Thies Matthias Nießner Angela Dai 3DH 22 107 0 01 Apr 2021
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 33 45 0 11 Dec 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 42 154 0 26 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 29 320 0 26 Oct 2020
Implicit Feature Networks for Texture Completion from Partial 3D Data Julian Chibane Gerard Pons-Moll 3DPC 3DV 3DH 12 44 0 20 Sep 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 31 31 0 17 Sep 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 19 280 0 14 Aug 2020
Grasping Field: Learning Implicit Representations for Human Grasps Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 33 207 0 10 Aug 2020
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 19 22 0 02 Aug 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 11 101 0 04 Jun 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 33 10 0 10 May 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 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
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Y. Nie Xiaoguang Han Shihui Guo Yujian Zheng Jian Chang Jianjun Zhang 3DV 27 202 0 27 Feb 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 65 853 0 24 Feb 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks Jiabao Lei Kui Jia 22 21 0 16 Feb 2020
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 24 197 0 02 Nov 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 108 190 0 01 Sep 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 120 2,864 0 10 Dec 2018