Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

21 / 421 papers shown

Title
A Robust and Reliable Point Cloud Recognition Network Under Rigid Transformation Dongrui Liu Chuanchuan Chen Changqing Xu Qi Cai Lei Chu F. Wen Robert C. Qiu 3DPC 6 15 0 15 Sep 2020
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges Qingyong Hu Bo Yang Sheikh Khalid W. Xiao A. Trigoni Andrew Markham 3DPC 8 161 0 07 Sep 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 11 6 0 02 Sep 2020
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 8 53 0 27 Aug 2020
PointMixup: Augmentation for Point Clouds Yunlu Chen Vincent Tao Hu E. Gavves Thomas Mensink Pascal Mettes Pengwan Yang Cees G. M. Snoek 3DPC 14 153 0 14 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei-Neng Chen Yibin Tian Sai-Kit Yeung 3DPC 6 41 0 07 Aug 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 46 39 0 22 Jul 2020
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks F. Fuchs Daniel E. Worrall Volker Fischer Max Welling 3DPC 45 663 0 18 Jun 2020
Holistic Parameteric Reconstruction of Building Models from Point Clouds Zhixin Li Wenyuan Zhang J. Shan 3DPC 20 6 0 19 May 2020
Dense-Resolution Network for Point Cloud Classification and Segmentation Shi Qiu Saeed Anwar Nick Barnes 3DPC 19 93 0 14 May 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 6 42 0 15 Apr 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 11 130 0 29 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 112 108 0 16 Mar 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 25 34 0 27 Feb 2020
Review: deep learning on 3D point clouds Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 23 231 0 17 Jan 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 25 1,637 0 27 Dec 2019
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds Vage Egiazarian Savva Ignatyev Alexey Artemov Oleg Voynov A. Kravchenko Youyi Zheng Luiz Velho Evgeny Burnaev 3DPC 17 8 0 13 Dec 2019
Bonn Activity Maps: Dataset Description Julian Tanke Oh-Hun Kwon P. Stotko R. Rosu Michael Weinmann ... Maren Bennewitz Reinhard Klein A. Weber Angela Yao Juergen Gall 25 7 0 13 Dec 2019
Geometric Back-projection Network for Point Cloud Classification S. Qiu Saeed Anwar Nick Barnes 3DPC 17 3 0 28 Nov 2019
Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology Chenchen Zhao Jiaqi Yang Xin Xiong Angfan Zhu Zhiguo Cao Xin Li 3DPC 17 30 0 01 Nov 2019
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 150 768 0 30 Mar 2018