Points to Patches: Enabling the Use of Self-Attention for 3D Shape
Recognition

Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition

8 April 2022

Magnus Oskarsson

Mark O'Connor

Papers citing "Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition"

13 / 13 papers shown

Title
Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds Said Ohamouddou Mohamed Ohamouddou Hanaa El Afia A. E. Afia Rafik Lasri R. Chiheb 3DPC 47 0 0 31 Mar 2025
Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook Huang Zhang Changshuo Wang Shengwei Tian Baoli Lu Liping Zhang X. Ning Xiao Bai 3DPC 23 99 0 05 Nov 2023
GAM : Gradient Attention Module of Optimization for Point Clouds Analysis Haotian Hu Fanyi Wang Jingwen Su Hongtao Zhou Yaonong Wang Laifeng Hu Yanhao Zhang Zhiwang Zhang 3DPC 32 13 0 19 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 35 48 0 02 Mar 2023
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson M. Felsberg Maarten Wadenback 3DPC 16 2 0 26 Nov 2022
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation Dening Lu K. Gao Qian Xie Linlin Xu Jonathan Li 3DPC ViT 21 4 0 21 Sep 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling Kevin Tirta Wijaya Dong-Hee Paek Seung-Hyun Kong 3DPC 12 20 0 20 May 2022
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 282 1,490 0 27 Feb 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee Jaeha Lee Junhyeop Lee Hyeongmin Lee Minhyeok Lee Sungmin Woo Sangyoun Lee 3DPC 134 72 0 03 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 193 419 0 01 Feb 2021
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 46 39 0 22 Jul 2020
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 147 760 0 30 Mar 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016