Unsupervised Learning of Fine Structure Generation for 3D Point Clouds
by 2D Projection Matching

Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching

8 August 2021

Matthias Zwicker

Papers citing "Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching"

12 / 12 papers shown

Title
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 44 9 0 04 Jul 2024
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
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 26 23 0 02 Jun 2023
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-sampling from a Single Image Bowen Hu Baiying Lei Sibo Qiao Hieu Pham Shuqiang Wang Michael Kwok-Po Ng 3DPC 3DV 46 0 0 22 May 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 27 28 0 25 Mar 2023
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 32 7 0 01 Dec 2022
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
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 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 30 17 0 26 Mar 2022
DepthGAN: GAN-based Depth Generation of Indoor Scenes from Semantic Layouts Yidi Li Yiqun Wang Zhengda Lu Jun Xiao GAN 3DV MDE 24 3 0 22 Mar 2022
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 46 32 0 12 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 222 14,099 0 02 Dec 2016