Surface Reconstruction from Point Clouds by Learning Predictive Context Priors

23 April 2022

Papers citing "Surface Reconstruction from Point Clouds by Learning Predictive Context Priors"

50 / 60 papers shown

Title
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 59 1 0 04 May 2025
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation Takeshi Noda C. L. P. Chen Junsheng Zhou Weiqi Zhang Yu-Shen Liu Zhizhong Han 3DPC 50 3 0 31 Mar 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 79 3 0 25 Mar 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction Wenyuan Zhang Yixiao Yang Han Huang Liang Han Kanle Shi Yu-Shen Liu Zhizhong Han MDE 60 3 0 24 Mar 2025
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction Wenyuan Zhang Emily Yue-ting Jia Junsheng Zhou Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 47 3 0 24 Mar 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan Jiajian Li Zhi Wang Ke Zhang AI4CE 90 2 0 26 Feb 2025
3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes Tejaswini Medi Arianna Rampini Pradyumna Reddy P. Jayaraman M. Keuper DiffM 84 0 0 28 Nov 2024
NumGrad-Pull: Numerical Gradient Guided Tri-plane Representation for Surface Reconstruction from Point Clouds Ruikai Cui S. Qiu Jiawei Liu Saeed Anwar Nick Barnes 3DPC 87 0 0 26 Nov 2024
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step Takeshi Noda C. L. P. Chen Weiqi Zhang Xinhai Liu Y. Liu Zhizhong Han 3DPC 45 8 0 02 Nov 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors C. L. P. Chen Yu-Shen Liu Zhizhong Han 50 4 0 25 Oct 2024
Parameterize Structure with Differentiable Template for 3D Shape Generation Changfeng Ma Pengxiao Guo Shuangyu Yang Yinuo Chen Jie Guo Chongjun Wang Yanwen Guo Wenping Wang 29 0 0 14 Oct 2024
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries Amine Ouasfi A. Boukhayma 38 4 0 27 Aug 2024
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 40 3 0 26 Aug 2024
Large Point-to-Gaussian Model for Image-to-3D Generation Longfei Lu Huachen Gao Tao Dai Yaohua Zha Zhi Hou Junta Wu Shu-Tao Xia 3DGS DiffM 37 4 0 20 Aug 2024
Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors Wenyuan Zhang Kanle Shi Yu-Shen Liu Zhizhong Han 46 9 0 23 Jul 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 43 4 0 18 Jul 2024
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 44 9 0 04 Jul 2024
Diffusing Winding Gradients (DWG): A Parallel and Scalable Method for 3D Reconstruction from Unoriented Point Clouds Weizhou Liu Jiaze Li Xuhui Chen Fei Hou Shiqing Xin Xingce Wang Zhongke Wu Chen Qian Ying He 39 1 0 22 May 2024
NeurCross: A Neural Approach to Computing Cross Fields for Quad Mesh Generation Qiujie Dong Huibiao Wen Rui-Xue Xu Xiaokang Yu Jiaran Zhou Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 34 0 0 22 May 2024
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature Qiujie Dong Rui-Xue Xu Pengfei Wang Shuangmin Chen Shiqing Xin Xiaohong Jia Wenping Wang Changhe Tu 3DV 39 2 0 20 Apr 2024
UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion Junsheng Zhou Weiqi Zhang Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 45 18 0 10 Apr 2024
Unsupervised Occupancy Learning from Sparse Point Cloud Amine Ouasfi A. Boukhayma 38 12 0 03 Apr 2024
GridFormer: Point-Grid Transformer for Surface Reconstruction Shengtao Li G. Gao Yudong Liu Yu-Shen Liu M. Gu 3DPC 31 13 0 04 Jan 2024
Learning Polynomial Representations of Physical Objects with Application to Certifying Correct Packing Configurations Morgan Jones 25 0 0 11 Dec 2023
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model Amine Ouasfi A. Boukhayma 3DPC OOD 42 9 0 21 Nov 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 31 8 0 20 Nov 2023
NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 24 10 0 01 Nov 2023
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface Hui Tian Kai Xu 3DPC 51 0 0 23 Oct 2023
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors Pengchong Hu Zhizhong Han 33 12 0 17 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 42 10 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 35 18 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 47 4 0 31 Aug 2023
VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams Nissim Maruani Roman Klokov M. Ovsjanikov Pierre Alliez Mathieu Desbrun 3DV 27 17 0 28 Aug 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 36 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 40 36 0 22 Aug 2023
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction Sijia Jiang Jing Hua Zhizhong Han 32 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 14 4 0 28 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 33 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 29 40 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 34 15 0 10 May 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 32 28 0 25 Mar 2023
NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping Junyuan Deng Xieyuanli Chen Songpengcheng Xia Zhen Sun Guoqing Liu Wenxian Yu Ling Pei AI4CE 28 62 0 19 Mar 2023
CircNet: Meshing 3D Point Clouds with Circumcenter Detection Huan Lei Ruitao Leng Liang Zheng Hongdong Li 3DPC 23 6 0 23 Jan 2023
$Computable bounds for the reach and $r$-convexity of subsets of $\mathbb{R}^d$$ Computable bounds for the reach and $r$ -convexity of subsets of $\mathbb{R}^d$ Ryan Cotsakis 25 2 0 02 Dec 2022
NeAF: Learning Neural Angle Fields for Point Normal Estimation Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 19 46 0 30 Nov 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 41 42 0 06 Oct 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 32 27 0 18 Jul 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions Gene Chou Ilya Chugunov Felix Heide 3DPC 30 34 0 06 Jun 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 29 61 0 05 May 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 37 52 0 29 Mar 2022