Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors

25 March 2023

Papers citing "Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors"

36 / 36 papers shown

Title
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 56 1 0 04 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 46 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
Sensing Surface Patches in Volume Rendering for Inferring Signed Distance Functions Sijia Jiang Tong Wu Jing Hua Zhizhong Han 3DV 77 1 0 21 Dec 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
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set Wenyuan Zhang Yu-Shen Liu Zhizhong Han 3DGS 35 15 0 18 Oct 2024
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries Amine Ouasfi A. Boukhayma 29 4 0 27 Aug 2024
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 37 3 0 26 Aug 2024
Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors Wenyuan Zhang Kanle Shi Yu-Shen Liu Zhizhong Han 43 9 0 23 Jul 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization Mae Younes Amine Ouasfi A. Boukhayma 3DV 42 9 0 19 Jul 2024
MergeNet: Explicit Mesh Reconstruction from Sparse Point Clouds via Edge Prediction Weimin Wang Yingxu Deng Zezeng Li Yu Liu Na Lei 3DPC 26 1 0 16 Jul 2024
Unsupervised Occupancy Learning from Sparse Point Cloud Amine Ouasfi A. Boukhayma 38 12 0 03 Apr 2024
FSC: Few-point Shape Completion Xianzu Wu Xianfeng Wu Tianyu Luan Yajing Bai Zhongyuan Lai Junsong Yuan 41 5 0 12 Mar 2024
PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction Philipp Erler Lizeth J. Fuentes Perez Pedro Hermosilla Paul Guerrero Renato Pajarola Michael Wimmer 3DPC 32 0 0 16 Jan 2024
Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 21 22 0 23 Dec 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 48 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
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 30 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 22 6 0 21 Aug 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 18 9 0 18 Aug 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 28 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 26 40 0 19 May 2023
Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks Shota Hattori Tatsuya Yatagawa Y. Ohtake H. Suzuki SSL AI4CE 3DPC 29 1 0 01 May 2023
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids Albert Pumarola A. Sanakoyeu Lior Yariv Ali K. Thabet Y. Lipman AI4CE 47 22 0 25 Mar 2023
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
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 73 206 0 31 May 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 55 52 0 26 Mar 2022
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 98 9 0 08 Aug 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 54 110 0 17 Feb 2021
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao Jiabao Lei Yuxin Wen Jianguo Zhang K. Jia 3DPC 62 32 0 14 Dec 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images Chen-Hsuan Lin Chaoyang Wang Simon Lucey 78 100 0 20 Oct 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 240 558 0 19 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 48 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 229 971 0 10 Mar 2020