CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Junsheng, Ma, Baorui, Li, Shujuan, Liu, Yu-Shen, Fang, Yi, Han, Zhizhong |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting
by: Li, Shujuan, et al.
Published: (2025)
by: Li, Shujuan, et al.
Published: (2025)
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping
by: Zhou, Junsheng, et al.
Published: (2024)
by: Zhou, Junsheng, et al.
Published: (2024)
UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion
by: Zhou, Junsheng, et al.
Published: (2024)
by: Zhou, Junsheng, et al.
Published: (2024)
VRP-UDF: Towards Unbiased Learning of Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors
by: Zhang, Wenyuan, et al.
Published: (2024)
by: Zhang, Wenyuan, et al.
Published: (2024)
ACL ‐ UDF : Asymptotically Consistent Learning of Unsigned Distance Fields for Surface Reconstruction
by: Siyu Jin, et al.
Published: (2026)
by: Siyu Jin, et al.
Published: (2026)
VoroUDF: Meshing Unsigned Distance Fields with Voronoi Optimization
by: Wang, Ningna, et al.
Published: (2026)
by: Wang, Ningna, et al.
Published: (2026)
U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
by: Zhou, Junsheng, et al.
Published: (2025)
by: Zhou, Junsheng, et al.
Published: (2025)
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation
by: Noda, Takeshi, et al.
Published: (2025)
by: Noda, Takeshi, et al.
Published: (2025)
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction
by: Zhang, Wenyuan, et al.
Published: (2025)
by: Zhang, Wenyuan, et al.
Published: (2025)
UltraBoneUDF: Self-supervised Bone Surface Reconstruction from Ultrasound Based on Neural Unsigned Distance Functions
by: Wu, Luohong, et al.
Published: (2025)
by: Wu, Luohong, et al.
Published: (2025)
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
by: Han, Liang, et al.
Published: (2024)
by: Han, Liang, et al.
Published: (2024)
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
by: Chen, Chao, et al.
Published: (2024)
by: Chen, Chao, et al.
Published: (2024)
Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance Fields
by: Basher, Abol, et al.
Published: (2022)
by: Basher, Abol, et al.
Published: (2022)
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
by: Zhou, Junsheng, et al.
Published: (2024)
by: Zhou, Junsheng, et al.
Published: (2024)
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes
by: Chen, Chao, et al.
Published: (2024)
by: Chen, Chao, et al.
Published: (2024)
Voronoi-Assisted Diffusion for Computing Unsigned Distance Fields from Unoriented Points
by: Kong, Jiayi, et al.
Published: (2025)
by: Kong, Jiayi, et al.
Published: (2025)
Neural Surface Detection for Unsigned Distance Fields
by: Stella, Federico, et al.
Published: (2024)
by: Stella, Federico, et al.
Published: (2024)
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation
by: Li, Qing, et al.
Published: (2023)
by: Li, Qing, et al.
Published: (2023)
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
by: Fainstein, Miguel, et al.
Published: (2024)
by: Fainstein, Miguel, et al.
Published: (2024)
PFF-Net: Patch Feature Fitting for Point Cloud Normal Estimation
by: Li, Qing, et al.
Published: (2025)
by: Li, Qing, et al.
Published: (2025)
Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes
by: Lu, Yujie, et al.
Published: (2024)
by: Lu, Yujie, et al.
Published: (2024)
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
by: Zhang, Wenyuan, et al.
Published: (2024)
by: Zhang, Wenyuan, et al.
Published: (2024)
GAP: Gaussianize Any Point Clouds with Text Guidance
by: Zhang, Weiqi, et al.
Published: (2025)
by: Zhang, Weiqi, et al.
Published: (2025)
GaussianGrow: Geometry-aware Gaussian Growing from 3D Point Clouds with Text Guidance
by: Zhang, Weiqi, et al.
Published: (2026)
by: Zhang, Weiqi, et al.
Published: (2026)
Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction
by: Xu, Cheng, et al.
Published: (2024)
by: Xu, Cheng, et al.
Published: (2024)
DCUDF2: Improving Efficiency and Accuracy in Extracting Zero Level Sets from Unsigned Distance Fields
by: Chen, Xuhui, et al.
Published: (2024)
by: Chen, Xuhui, et al.
Published: (2024)
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds
by: Li, Shengtao, et al.
Published: (2024)
by: Li, Shengtao, et al.
Published: (2024)
SpUDD: Superpower Contouring of Unsigned Distance Data
by: Wang, Ningna, et al.
Published: (2026)
by: Wang, Ningna, et al.
Published: (2026)
MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference
by: Zhang, Wenyuan, et al.
Published: (2025)
by: Zhang, Wenyuan, et al.
Published: (2025)
Robust Zero Level-Set Extraction from Unsigned Distance Fields Based on Double Covering
by: Hou, Fei, et al.
Published: (2023)
by: Hou, Fei, et al.
Published: (2023)
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation
by: Sørensen, Kristine, et al.
Published: (2025)
by: Sørensen, Kristine, et al.
Published: (2025)
SDFReg: Learning Signed Distance Functions for Point Cloud Registration
by: Zhang, Leida, et al.
Published: (2023)
by: Zhang, Leida, et al.
Published: (2023)
CAP: Data Contamination Detection via Consistency Amplification
by: Zhao, Yi, et al.
Published: (2024)
by: Zhao, Yi, et al.
Published: (2024)
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds
by: Rafidashti, Mahan, et al.
Published: (2025)
by: Rafidashti, Mahan, et al.
Published: (2025)
Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details
by: Bai, Qiang, et al.
Published: (2025)
by: Bai, Qiang, et al.
Published: (2025)
Post-Hoc Split-Point Self-Consistency Verification for Efficient, Unified Quantification of Aleatoric and Epistemic Uncertainty in Deep Learning
by: Zhao, Zhizhong, et al.
Published: (2025)
by: Zhao, Zhizhong, et al.
Published: (2025)
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
by: Noda, Takeshi, et al.
Published: (2024)
by: Noda, Takeshi, et al.
Published: (2024)
Sharpening Neural Implicit Functions with Frequency Consolidation Priors
by: Chen, Chao, et al.
Published: (2024)
by: Chen, Chao, et al.
Published: (2024)
DiffGS: Functional Gaussian Splatting Diffusion
by: Zhou, Junsheng, et al.
Published: (2024)
by: Zhou, Junsheng, et al.
Published: (2024)
Sensing Surface Patches in Volume Rendering for Inferring Signed Distance Functions
by: Jiang, Sijia, et al.
Published: (2024)
by: Jiang, Sijia, et al.
Published: (2024)
Similar Items
-
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting
by: Li, Shujuan, et al.
Published: (2025) -
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping
by: Zhou, Junsheng, et al.
Published: (2024) -
UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion
by: Zhou, Junsheng, et al.
Published: (2024) -
VRP-UDF: Towards Unbiased Learning of Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors
by: Zhang, Wenyuan, et al.
Published: (2024) -
ACL ‐ UDF : Asymptotically Consistent Learning of Unsigned Distance Fields for Surface Reconstruction
by: Siyu Jin, et al.
Published: (2026)