Enhancing Performance of Point Cloud Completion Networks with Consistency Loss

9 October 2024

Christofel Rio Goenawan

Papers citing "Enhancing Performance of Point Cloud Completion Networks with Consistency Loss"

31 / 31 papers shown

Title
ASTM :Autonomous Smart Traffic Management System Using Artificial Intelligence CNN and LSTM Christofel Rio Goenawan 49 2 0 14 Oct 2024
Point-Cloud Completion with Pretrained Text-to-image Diffusion Models Yoni Kasten Ohad Rahamim Gal Chechik 75 25 0 18 Jun 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 60 60 0 11 Jan 2023
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer Hao Zhou Yun Cao Wenqing Chu Junwei Zhu Tong Lu Ying Tai Chengjie Wang 3DPC ViT 62 109 0 21 Jul 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies Guocheng Qian Yuchen Li Houwen Peng Jinjie Mai Hasan Hammoud Mohamed Elhoseiny Guohao Li 3DPC 86 627 0 09 Jun 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang Zhijun Gong Ran Yi Yuan Xie Lizhuang Ma 3DPC 55 52 0 31 Mar 2022
PointAttN: You Only Need Attention for Point Cloud Completion Jun Wang Yinghan Cui Dongyan Guo Junxia Li Qingshan Liu Chunhua Shen 3DPC 65 47 0 16 Mar 2022
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths Xin Wen Peng Xiang Zhizhong Han Yaru Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 67 122 0 19 Feb 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 146 5,158 0 10 Jan 2022
Attention-based Transformation from Latent Features to Point Clouds Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 49 19 0 10 Dec 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 53 131 0 24 Nov 2021
Voxel-based Network for Shape Completion by Leveraging Edge Generation Xiaogang Wang M. Ang G. Lee 3DPC 49 54 0 23 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 67 429 0 19 Aug 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 75 227 0 10 Aug 2021
3D Object Detection for Autonomous Driving: A Survey Rui Qian Xin Lai Xirong Li 3DPC 79 327 0 21 Jun 2021
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Andreas Steiner Alexander Kolesnikov Xiaohua Zhai Ross Wightman Jakob Uszkoreit Lucas Beyer ViT 107 632 0 18 Jun 2021
Variational Relational Point Completion Network Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 251 177 0 20 Apr 2021
Detail Preserved Point Cloud Completion via Separated Feature Aggregation Wenxiao Zhang Qingan Yan Chunxia Xiao 3DPC 40 134 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 42 314 0 06 Jun 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 97 359 0 01 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 401 42,299 0 03 Dec 2019
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 74 820 0 02 Aug 2018
Open3D: A Modern Library for 3D Data Processing Qian-Yi Zhou Jaesik Park V. Koltun PINN AI4CE 55 1,615 0 30 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 68 283 0 22 Sep 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 331 11,062 0 07 Jun 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 157 2,237 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 465 14,264 0 02 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 76 606 0 01 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 74 708 0 29 Mar 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 149 5,522 0 09 Dec 2015