Learning Rotation-Invariant Representations of Point Clouds Using
Aligned Edge Convolutional Neural Networks

Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks

2 January 2021

Matthew Johnson-Roberson

Papers citing "Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks"

12 / 12 papers shown

Title
RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning Kunming Su Qiuxia Wu Panpan Cai Xiaogang Zhu Xuequan Lu Zhiyong Wang Kun Hu 3DPC 27 0 0 31 Aug 2024
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis Yiyang Chen Lunhao Duan Shanshan Zhao Changxing Ding Dacheng Tao 16 1 0 17 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 20 2 0 01 Mar 2024
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 8 1 0 09 Aug 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 29 7 0 06 Mar 2023
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment Liang Xie Yibo Yang Wenxiao Wang Binbin Lin Deng Cai Xiaofei He Ronghua Liang 3DPC 6 2 0 20 Feb 2023
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson M. Felsberg Maarten Wadenback 3DPC 8 2 0 26 Nov 2022
Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds Zhiyuan Zhang Yuchao Dai Bin Fan Jiadai Sun Mingyi He 3DPC 30 6 0 26 Oct 2022
A Simple Strategy to Provable Invariance via Orbit Mapping Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller AAML 3DPC 11 3 0 24 Sep 2022
On the effectiveness of persistent homology Renata Turkevs Guido Montúfar N. Otter 9 18 0 21 Jun 2022
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution Ronghan Chen Yang Cong 3DH 9 19 0 30 May 2022
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 98 144 0 28 Nov 2018