PU-Net: Point Cloud Upsampling Network

21 January 2018

Lequan Yu

Xianzhi Li

Chi-Wing Fu

Daniel Cohen-Or

Pheng-Ann Heng

3DPC

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Papers citing "PU-Net: Point Cloud Upsampling Network"

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Title
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising Zheng Li Qiaoyun Wu Jialin Zhang Kaijun Zhang Jun Wang 3DPC 47 0 0 27 Feb 2025
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 138 0 0 24 Feb 2025
Efficient Point Clouds Upsampling via Flow Matching Z. Liu Chenhang He Lei Li 44 1 0 28 Jan 2025
MBPU: A Plug-and-Play State Space Model for Point Cloud Upsamping with Fast Point Rendering Jiayi Song Weidong Yang Zhijun Li Wen-Ming Chen Ben Fei 3DPC 23 1 0 21 Oct 2024
GaussianPU: A Hybrid 2D-3D Upsampling Framework for Enhancing Color Point Clouds via 3D Gaussian Splatting Zixuan Guo Yifan Xie Weijing Xie Peng Huang Fei Ma Fei Richard Yu 3DGS 3DPC 40 1 0 03 Sep 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 34 1 0 06 Aug 2024
Rethinking Data Input for Point Cloud Upsampling Tongxu Zhang 3DPC 49 1 0 05 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 44 9 0 04 Jul 2024
X-Ray: A Sequential 3D Representation For Generation Tao Hu Wenhang Ge Yuyang Zhao Gim Hee Lee MedIm 24 4 0 22 Apr 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets Yang Ye Shihao Ji PINN 3DPC 41 0 0 19 Apr 2024
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 26 6 0 11 Dec 2023
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction Yanlong Li Chamara Madarasingha Kanchana Thilakarathna 23 1 0 06 Dec 2023
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 37 1 0 22 Nov 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 35 3 0 22 Nov 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 29 5 0 13 Oct 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 40 36 0 22 Aug 2023
Arbitrary point cloud upsampling via Dual Back-Projection Network Zhisong Liu Zijia Wang Zhen Jia 3DPC 19 4 0 18 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 33 23 0 02 Jun 2023
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric Siyu Ren Junhui Hou 23 2 0 01 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 53 0 0 22 May 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 23 2 0 24 Apr 2023
Parametric Surface Constrained Upsampler Network for Point Cloud Pingping Cai Zhenyao Wu Xinyi Wu Song Wang 3DPC 35 5 0 14 Mar 2023
Probability-based Global Cross-modal Upsampling for Pansharpening Zeyu Zhu Xiangyong Cao Man Zhou Junhao Huang Deyu Meng 27 9 0 09 Mar 2023
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding Chengzhi Wu Julius Pfrommer Jürgen Beyerer Kangning Li B. Neubert 3DPC 21 2 0 11 Jan 2023
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis Qijian Zhang Junhui Hou Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 48 24 0 17 Dec 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang Xiaowei Hu Zhengzhe Liu Chi-Wing Fu 3DPC 27 16 0 23 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 14 3 0 22 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 25 6 0 13 Nov 2022
Improving transferability of 3D adversarial attacks with scale and shear transformations Jinali Zhang Yinpeng Dong Junyi Zhu Jihong Zhu Minchi Kuang Xiaming Yuan 3DPC 32 17 0 02 Nov 2022
APSNet: Attention Based Point Cloud Sampling Yang Ye Xiulong Yang Shihao Ji 3DPC 34 6 0 11 Oct 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
CU-Net: Real-Time High-Fidelity Color Upsampling for Point Clouds Lingdong Wang Mohammad Hajiesmaili Jacob Chakareski R. Sitaraman 3DPC 13 4 0 12 Sep 2022
Geometric and Learning-based Mesh Denoising: A Comprehensive Survey Honghua Chen Mingqiang Wei Jun Wang AAML AI4CE 24 7 0 02 Sep 2022
PU-MFA : Point Cloud Up-sampling via Multi-scale Features Attention Hyungjun Lee Sejoon Lim 3DPC 30 4 0 22 Aug 2022
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion Zhe Zhu Liangliang Nan H. Xie Honghua Chen Mingqiang Wei Jun Wang J. Qin 3DPC 25 25 0 01 Aug 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 36 9 0 03 Jul 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 21 38 0 09 Jun 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 27 8 0 21 Mar 2022
AdaSplats: Adaptive Splatting of Point Clouds for Accurate 3D Modeling and Real-time High-Fidelity LiDAR Simulation Jean Pierre Richa Jean-Emmanuel Deschaud Franccois Goulette Nicolas Dalmasso 3DPC 24 12 0 17 Mar 2022
PointAttN: You Only Need Attention for Point Cloud Completion Jun Wang Yinghan Cui Dongyan Guo Junxia Li Qingshan Liu Chunhua Shen 3DPC 29 45 0 16 Mar 2022
Point Set Self-Embedding Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 30 3 0 28 Feb 2022
HALS: A Height-Aware Lidar Super-Resolution Framework for Autonomous Driving George Eskandar Sanjeev Sudarsan Karim Guirguis Janaranjani Palaniswamy Bharath Somashekar Bin Yang 13 6 0 08 Feb 2022
Boosting 3D Adversarial Attacks with Attacking On Frequency Binbin Liu Jinlai Zhang Lyujie Chen Jihong Zhu 3DPC 16 36 0 26 Jan 2022
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang C. Li Ling-Xiao Zhang Lin Gao 27 8 0 21 Dec 2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 28 6 0 21 Dec 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 50 66 0 26 Nov 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 33 123 0 24 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 32 51 0 24 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 33 18 0 16 Nov 2021