Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion

24 November 2021

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Papers citing "Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion"

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Title
Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control Zhen Zhang Xiangyu Chu Yunxi Tang Lulu Zhao Jing Huang Zhongliang Jiang K. W. S. Au AI4CE 78 0 0 22 May 2025
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion Jie Li Shengwei Tian Long Yu Xin Ning 212 0 0 20 May 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 134 1 0 10 Mar 2025
Enhancing Performance of Point Cloud Completion Networks with Consistency Loss Christofel Rio Goenawan Kevin Tirta Wijaya Seung-Hyun Kong 3DPC 382 1 0 09 Oct 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 112 3 0 15 Jul 2024
Unsupervised 3D Shape Completion through GAN Inversion Junzhe Zhang Xinyi Chen Zhongang Cai Liang Pan Haiyu Zhao Shuai Yi C. Yeo Bo Dai Chen Change Loy 3DPC 68 113 0 27 Apr 2021
Variational Relational Point Completion Network Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 289 179 0 20 Apr 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie Chuxin Wang Bo Zhang Hao Yang Dong Chen Fang Wen 3DPC 92 82 0 03 Mar 2021
Point-set Distances for Learning Representations of 3D Point Clouds Trung Nguyen Quang Pham Tam Le Tung Pham Nhat Ho Binh-Son Hua 3DPC 92 73 0 08 Feb 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Yuexin Ma Wei Li Hongsheng Li Dahua Lin 3DPC 78 541 0 19 Nov 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 62 44 0 14 Oct 2020
Detail Preserved Point Cloud Completion via Separated Feature Aggregation Wenxiao Zhang Qingan Yan Chunxia Xiao 3DPC 68 134 0 05 Jul 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie Huanjin Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 70 315 0 06 Jun 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding Xin Wen Tianyang Li Zhizhong Han Yu-Shen Liu 3DPC 108 243 0 08 May 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance Dahlia Urbach Yizhak Ben-Shabat M. Lindenbaum 3DPC 60 37 0 24 Apr 2020
Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds Tai Wang Xinge Zhu Dahua Lin 3DPC 71 28 0 06 Apr 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 104 86 0 17 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 353 991 0 10 Mar 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 108 360 0 01 Mar 2020
Morphing and Sampling Network for Dense Point Cloud Completion Minghua Liu Lu Sheng Sheng Yang Jing Shao Shimin Hu 3DPC 111 311 0 30 Nov 2019
PU-GAN: a Point Cloud Upsampling Adversarial Network Ruihui Li Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 76 397 0 25 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 105 671 0 28 Jun 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 56 428 0 09 May 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning Pedro Hermosilla Tobias Ritschel Timo Ropinski 3DPC 64 127 0 16 Apr 2019
3D Local Features for Direct Pairwise Registration Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 68 109 0 08 Apr 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training Xuelin Chen Baoquan Chen Niloy J. Mitra 3DPC 82 127 0 29 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 141 3,709 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 253 2,909 0 10 Dec 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 83 196 0 12 Oct 2018
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 95 822 0 02 Aug 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 263 6,179 0 24 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 80 580 0 21 Jan 2018
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han Zerui Li Haibin Huang E. Kalogerakis Yizhou Yu 3DV 3DPC 85 283 0 22 Sep 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction Edward James Smith David Meger GAN 77 172 0 29 Jul 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 176 2,242 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 93 606 0 01 Dec 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014