Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping

2 June 2023

Papers citing "Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping"

32 / 32 papers shown

Title
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 43 3 0 31 Mar 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 62 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 53 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 45 3 0 24 Mar 2025
Sensing Surface Patches in Volume Rendering for Inferring Signed Distance Functions Sijia Jiang Tong Wu Jing Hua Zhizhong Han 3DV 66 1 0 21 Dec 2024
3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes Tejaswini Medi Arianna Rampini Pradyumna Reddy P. Jayaraman M. Keuper DiffM 71 0 0 28 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 40 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 40 1 0 25 Oct 2024
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 26 3 0 26 Aug 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 38 9 0 04 Jul 2024
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision Yulia Rubanova Tatiana López-Guevara Kelsey R. Allen William F. Whitney Kimberly L. Stachenfeld Tobias Pfaff 3DV PINN AI4CE 35 3 0 22 May 2024
UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion Junsheng Zhou Weiqi Zhang Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 37 18 0 10 Apr 2024
NeuralOCT: Airway OCT Analysis via Neural Fields Yining Jiao Amy Oldenburg Yinghan Xu Srikamal J. Soundararajan C. Zdanski Julia Kimbell Marc Niethammer 25 0 0 15 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 27 1 0 16 Jan 2024
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors Pengchong Hu Zhizhong Han 30 12 0 17 Oct 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 17 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 24 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
Neural Kernel Surface Reconstruction Jiahui Huang Zan Gojcic Matan Atzmon Or Litany Sanja Fidler Francis Williams 3DV 27 68 0 31 May 2023
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids Albert Pumarola A. Sanakoyeu Lior Yariv Ali K. Thabet Y. Lipman AI4CE 42 22 0 25 Mar 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation Anchit Gupta Wenhan Xiong Yixin Nie Anchit Gupta Barlas Oğuz DiffM 91 156 0 09 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 39 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 59 202 0 31 May 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 26 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 50 52 0 26 Mar 2022
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 42 110 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 48 32 0 14 Dec 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images Chen-Hsuan Lin Chaoyang Wang Simon Lucey 73 97 0 20 Oct 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 214 556 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 38 31 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 209 860 0 10 Mar 2020