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CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

6 October 2022

Papers citing "CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization"

23 / 23 papers shown

Title
MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference Wenyuan Zhang Jimin Tang Weiqi Zhang Yi Fang Yu-Shen Liu Zhizhong Han 3DGS 167 3 0 13 Oct 2025
High Resolution UDF Meshing via Iterative Networks Federico Stella Nicolas Talabot Hieu M. Le Pascal Fua AI4CE 55 0 0 21 Sep 2025
T-MLP: Tailed Multi-Layer Perceptron for Level-of-Detail Signal Representation Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Siyu Ren Yuan Liu Junhui Hou Wenping Wang 125 0 0 26 Aug 2025
TeSO: Representing and Compressing 3D Point Cloud Scenes with Textured Surfel Octree Yueyu Hu Ran Gong Tingyu Fan Yao Wang 3DGS 60 0 0 09 Aug 2025
GAP: Gaussianize Any Point Clouds with Text Guidance Weiqi Zhang Junsheng Zhou Haotian Geng Wenyuan Zhang Yu-Shen Liu 3DGS 153 3 0 07 Aug 2025
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies Liang Han Xu Zhang Haichuan Song Kanle Shi Yu-Shen Liu Zhizhong Han 147 2 0 01 Aug 2025
UltraBoneUDF: Self-supervised Bone Surface Reconstruction from Ultrasound Based on Neural Unsigned Distance Functions Luohong Wu Matthias Seibold N. Cavalcanti Giuseppe Loggia Lisa Reissner Bastian Sigrist Jonas Hein Lilian Calvet Arnd Viehöfer Philipp Fürnstahl 289 1 0 23 May 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 275 10 0 25 Mar 2025
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene ReconstructionComputer Vision and Pattern Recognition (CVPR), 2025 Wenyuan Zhang Emily Yue-ting Jia Junsheng Zhou Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 464 9 0 24 Mar 2025
Neural Shortest Path for Surface Reconstruction from Point Clouds Yesom Park Imseong Park Jooyoung Hahn Myungjoo Kang 3DPC 329 0 0 09 Feb 2025
DiffGS: Functional Gaussian Splatting DiffusionNeural Information Processing Systems (NeurIPS), 2024 Junsheng Zhou Weiqi Zhang Yu-Shen Liu 3DGS 411 32 0 25 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View SynthesisNeural Information Processing Systems (NeurIPS), 2024 Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 282 23 0 24 Oct 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Long Ma Xianqiang Lyu Yuan Liu Wenping Wang 297 2 0 24 Oct 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 265 18 0 04 Jul 2024
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 296 45 0 07 Dec 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point CloudsIEEE International Conference on Computer Vision (ICCV), 2023 Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 152 15 0 25 Aug 2023
Coordinate Quantized Neural Implicit Representations for Multi-view ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023 Sijia Jiang Jing Hua Zhizhong Han 287 8 0 21 Aug 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set AlignmentComputer Vision and Pattern Recognition (CVPR), 2023 Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 170 53 0 19 May 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning PriorsComputer Vision and Pattern Recognition (CVPR), 2023 Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 272 31 0 25 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit LearningComputer Vision and Pattern Recognition (CVPR), 2023 Xianghui Yang Guosheng Lin Huan Wang Luping Zhou AI4CE 205 25 0 08 Mar 2023
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance RepresentationIEEE International Conference on Computer Vision (ICCV), 2022 Siyu Ren Xianqiang Lyu Xiaodong Chen Ying He Wenping Wang 244 43 0 30 Nov 2022
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionComputer Vision and Pattern Recognition (CVPR), 2020 Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 373 540 0 03 Mar 2020
SAL: Sign Agnostic Learning of Shapes from Raw DataComputer Vision and Pattern Recognition (CVPR), 2019 Matan Atzmon Y. Lipman 3DPC FedML 363 565 0 23 Nov 2019