v1v2 (latest)

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

6 November 2018

Papers citing "Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network"

50 / 86 papers shown

Title
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction Wenyuan Zhang Emily Yue-ting Jia Junsheng Zhou Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 170 3 0 24 Mar 2025
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy Jiuming Liu Ruiji Yu Yian Wang Yu Zheng Tianchen Deng Weicai Ye Hesheng Wang 105 48 0 11 Mar 2024
Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook Huang Zhang Changshuo Wang Shengwei Tian Baoli Lu Liping Zhang Xin Ning Xiao Bai 3DPC 130 114 0 05 Nov 2023
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS Aditya Aditya B. Lohani Jagannath Aryal S. Winter 3DPC 27 2 0 17 Jun 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 67 5 0 24 May 2023
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point Searching and Learnable Feature Fusion Xinhai Liu Zhizhong Han S. Lee Yannan Cao Yu-Shen Liu 3DPC 49 2 0 10 May 2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 59 2 0 12 Apr 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 93 3 0 07 Jan 2023
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 90 0 0 20 Nov 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 102 58 0 23 Oct 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 80 5 0 21 Sep 2022
Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis Byeongjun Park Hyojun Go Changick Kim 3DV 86 6 0 15 Sep 2022
SPCNet: Stepwise Point Cloud Completion Network Fei-Jiang Hu Honghua Chen Xuequan Lu Zhenliang Zhu Jun Wang Weiming Wang F. Wang Mingqiang Wei 3DPC 53 3 0 05 Sep 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 112 33 0 08 Aug 2022
PointConvFormer: Revenge of the Point-based Convolution Wenxuan Wu Li Fuxin Qi Shan 3DPC 84 31 0 04 Aug 2022
CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud Learning Mahdi Saleh Yige Wang Nassir Navab Benjamin Busam F. Tombari 3DPC 67 4 0 31 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation Learning Jincen Jiang Xuequan Lu Lizhi Zhao Richard Dazeley Meili Wang 3DPC ViT 144 29 0 04 Jul 2022
Transformers in 3D Point Clouds: A Survey Dening Lu Qian Xie Mingqiang Wei Kyle Gao Linlin Xu Jonathan Li 3DPC ViT 134 53 0 16 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 119 158 0 11 May 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 99 74 0 22 Apr 2022
Stratified Transformer for 3D Point Cloud Segmentation Xin Lai Jianhui Liu Li Jiang Liwei Wang Hengshuang Zhao Shu Liu Xiaojuan Qi Jiaya Jia 3DPC ViT 121 276 0 28 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 100 8 0 21 Mar 2022
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu Qian Xie Linlin Xu Jonathan Li 3DV 76 71 0 02 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 93 125 0 19 Feb 2022
Cloud Sphere: A 3D Shape Representation via Progressive Deformation Zongji Wang Yunfei Liu F. Lu 3DPC 3DH 27 1 0 21 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Zhe Liu X. Bai 3DPC 94 139 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 81 32 0 09 Dec 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 55 6 0 21 Nov 2021
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Jincen Jiang Xuequan Lu Wanli Ouyang Meiling Wang 3DPC 64 7 0 13 Oct 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 111 61 0 27 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 120 232 0 10 Aug 2021
Investigating Attention Mechanism in 3D Point Cloud Object Detection Shi Qiu Yunfan Wu Saeed Anwar Chongyi Li 3DPC 80 31 0 02 Aug 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline Ankit Goyal Hei Law Bowei Liu Alejandro Newell Jia Deng 3DPC 101 230 0 09 Jun 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 74 504 0 05 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 201 290 0 04 May 2021
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 97 34 0 28 Apr 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 89 75 0 27 Apr 2021
SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network Mingmei Cheng Le Hui Jin Xie Jian Yang 3DPC 91 103 0 16 Apr 2021
PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information Linchao He Mengting Luo Dejun Zhang Xiao Yang Hu Chen Yi Zhang 3DPC 43 0 0 31 Mar 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 127 402 0 26 Mar 2021
Equivariant Point Network for 3D Point Cloud Analysis Haiwei Chen Shichen Liu Weikai Chen Hao Li 3DPC 94 99 0 25 Mar 2021
Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding Xin Wen Zhizhong Han Yan-Pei Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 78 93 0 14 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 84 207 0 12 Mar 2021
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li Wenxuan Wu Xiaoli Z. Fern Li Fuxin 3DPC 49 4 0 19 Jan 2021
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud Mutian Xu Junhao Zhang Zhipeng Zhou Mingye Xu Xiaojuan Qi Yu Qiao 3DPC 178 137 0 20 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 215 1,645 0 17 Dec 2020
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 70 8 0 11 Dec 2020
ODFNet: Using orientation distribution functions to characterize 3D point clouds Y. Sahin Alican Mertan Gözde B. Ünal 3DPC 110 7 0 08 Dec 2020
SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine Reconstruction with Self-Projection Optimization Xinhai Liu Xinchen Liu Yu-Shen Liu Zhizhong Han 3DPC 87 66 0 08 Dec 2020
Deeper or Wider Networks of Point Clouds with Self-attention? Haoxi Ran Li Lu 3DPC 46 1 0 29 Nov 2020