Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

26 November 2020

Papers citing "Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces"

50 / 108 papers shown

Title
PG-NeuS: Robust and Efficient Point Guidance for Multi-View Neural Surface Reconstruction Chen Zhang Wanjuan Su Qingshan Xu Wenbing Tao 3DPC 3DV 11 0 0 12 Oct 2023
Neural Gradient Learning and Optimization for Oriented Point Normal Estimation Qing Li Huifang Feng Kanle Shi Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 34 9 0 17 Sep 2023
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular Hessian Zixiong Wang Yunxiao Zhang Rui-Xue Xu Fan Zhang Pengshuai Wang Shuangmin Chen Shiqing Xin Wenping Wang Changhe Tu 17 11 0 04 Sep 2023
Shape of my heart: Cardiac models through learned signed distance functions Jan Verhulsdonk Thomas Grandits F. Sahli Costabal Thomas Pinetz Rolf Krause A. Auricchio Gundolf Haase Simone Pezzuto Alexander Effland 23 4 0 31 Aug 2023
SuperUDF: Self-supervised UDF Estimation for Surface Reconstruction Hui Tian Chenyang Zhu Yifei Shi Kaiyang Xu 19 6 0 28 Aug 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 15 12 0 25 Aug 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 22 36 0 22 Aug 2023
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction Sijia Jiang Jing Hua Zhizhong Han 19 6 0 21 Aug 2023
Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction Hui Tian Zheng Qin Renjiao Yi Chenyang Zhu Kai Xu ViT 9 4 0 28 Jun 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations Lu Sang Abhishek Saroha Maolin Gao Daniel Cremers 8 0 0 03 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 14 23 0 02 Jun 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 10 24 0 19 May 2023
SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 20 15 0 10 May 2023
Pointersect: Neural Rendering with Cloud-Ray Intersection Jen-Hao Rick Chang Wei-Yu Chen Anurag Ranjan K. M. Yi Oncel Tuzel 3DPC 17 18 0 24 Apr 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 17 14 0 30 Mar 2023
2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images Junkai Deng Fei Hou Xuhui Chen Wencheng Wang Ying He 21 6 0 27 Mar 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 14 28 0 25 Mar 2023
CircNet: Meshing 3D Point Clouds with Circumcenter Detection Huan Lei Ruitao Leng Liang Zheng Hongdong Li 3DPC 13 6 0 23 Jan 2023
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery Yisi Luo Xile Zhao Zhemin Li Michael K. Ng Deyu Meng 4 30 0 01 Dec 2022
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation Siyu Ren Junhui Hou Xiaodong Chen Ying He Wenping Wang 10 25 0 30 Nov 2022
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions Gene Chou Yuval Bahat Felix Heide DiffM 16 111 0 24 Nov 2022
OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields Haim Sawdayee A. Vaxman Amit H. Bermano 6 6 0 23 Nov 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape Repair N. Lamb Sean Banerjee N. Banerjee 3DV 14 7 0 22 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 6 19 0 11 Nov 2022
Isomorphic mesh generation from point clouds with multilayer perceptrons Shoko Miyauchi K. Morooka Ryo Kurazume 3DPC 19 1 0 21 Oct 2022
DeepMend: Learning Occupancy Functions to Represent Shape for Repair N. Lamb Sean Banerjee N. Banerjee 6 9 0 11 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 39 42 0 06 Oct 2022
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation Dong Xiao Zuoqiang Shi Siyu Li Bailin Deng Bin Wang 19 18 0 30 Sep 2022
Fast Learning Radiance Fields by Shooting Much Fewer Rays Wenyuan Zhang Ruofan Xing Yunfan Zeng Yu-Shen Liu Kanle Shi Zhizhong Han AI4CE 9 33 0 14 Aug 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 14 6 0 29 Jul 2022
A Repulsive Force Unit for Garment Collision Handling in Neural Networks Qingyang Tan Yi Zhou Tuanfeng Y. Wang Duygu Ceylan Xin Sun Dinesh Manocha 3DH 11 8 0 28 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 17 26 0 18 Jul 2022
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Amine Ouasfi A. Boukhayma 3DPC 11 21 0 09 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 14 0 0 01 Jul 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 32 5 0 14 Jun 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions Gene Chou Ilya Chugunov Felix Heide 3DPC 22 33 0 06 Jun 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren K. Jia 3DV 3DPC 13 57 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 19 71 0 23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 11 71 0 22 Apr 2022
RangeUDF: Semantic Surface Reconstruction from 3D Point Clouds Bing Wang Zheng-Sheng Yu Bo Yang Jie Qin T. Breckon Ling Shao Niki Trigoni Andrew Markham 3DPC 3DV 14 16 0 19 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Edgar Dobriban Kostas Daniilidis 3DPC 6 30 0 05 Apr 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 21 17 0 26 Mar 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 44 52 0 26 Mar 2022
Facial Geometric Detail Recovery via Implicit Representation Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang S. Zafeiriou 3DH 12 18 0 18 Mar 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 23 63 0 18 Feb 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 14 94 0 05 Jan 2022
Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction Christian Sommer Lu Sang David Schubert Daniel Cremers 3DV 11 23 0 26 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 12 612 0 22 Nov 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 25 14 0 09 Sep 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 17 217 0 10 Aug 2021