Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection

22 August 2023

Papers citing "Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection"

37 / 37 papers shown

Title
GeomHair: Reconstruction of Hair Strands from Colorless 3D Scans Rachmadio Noval Lazuardi Artem Sevastopolsky Egor Zakharov Matthias Niessner V. Sklyarova 3DH 45 0 0 08 May 2025
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field Qi Gan Sao Mai Nguyen Eric Fenaux Stephan Clémençon Mounîm El Yacoubi 3DH 48 0 0 06 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 43 3 0 31 Mar 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 66 3 0 25 Mar 2025
Neural Shortest Path for Surface Reconstruction from Point Clouds Yesom Park Imseong Park Jooyoung Hahn Myungjoo Kang 3DPC 36 0 0 09 Feb 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
DiffGS: Functional Gaussian Splatting Diffusion Junsheng Zhou Weiqi Zhang Yu-Shen Liu 3DGS 26 4 0 25 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 35 12 0 24 Oct 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Long Ma Junhui Hou Yuan-Bin Liu Wenping Wang 22 0 0 24 Oct 2024
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly Junsheng Zhou Yu-Shen Liu Zhizhong Han ViT 32 9 0 21 Oct 2024
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set Wenyuan Zhang Yu-Shen Liu Zhizhong Han 3DGS 33 15 0 18 Oct 2024
Self-supervised Shape Completion via Involution and Implicit Correspondences Mengya Liu Ajad Chhatkuli Janis Postels Luc Van Gool Federico Tombari SSL 17 0 0 24 Sep 2024
DCUDF2: Improving Efficiency and Accuracy in Extracting Zero Level Sets from Unsigned Distance Fields Xuhui Chen Fugang Yu Fei Hou Wencheng Wang Zhebin Zhang Ying He AI4CE 25 0 0 30 Aug 2024
Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors Wenyuan Zhang Kanle Shi Yu-Shen Liu Zhizhong Han 35 9 0 23 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 38 9 0 04 Jul 2024
A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions Jiangbei Hu Y. Li Fei Hou Junhui Hou Zhebin Zhang Shengfa Wang Na Lei Ying He 46 0 0 01 Jul 2024
Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction Cheng Xu Fei Hou Wencheng Wang Hong Qin Zhebin Zhang Ying He 48 0 0 01 Jun 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
DeepMIF: Deep Monotonic Implicit Fields for Large-Scale LiDAR 3D Mapping Kutay Yilmaz Matthias Nießner Anastasiia Kornilova Alexey Artemov 30 0 0 26 Mar 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling Miguel Fainstein Viviana Siless Emmanuel Iarussi 14 4 0 14 Feb 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 18 22 0 23 Dec 2023
NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views Han Huang Yulun Wu Junsheng Zhou G. Gao M. Gu Yu-Shen Liu 27 8 0 21 Dec 2023
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching Junsheng Zhou Baorui Ma Wenyuan Zhang Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 15 27 0 07 Dec 2023
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
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
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 184 300 0 03 May 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
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
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
Curriculum DeepSDF Yueqi Duan Haidong Zhu He-Nan Wang L. Yi Ram Nevatia Leonidas J. Guibas 62 93 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 212 968 0 10 Mar 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016