Surface Representation for Point Clouds

11 May 2022

Haoxi Ran

Jun Liu

Chengjie Wang

3DPC

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Papers citing "Surface Representation for Point Clouds"

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Title
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 29 0 0 22 Apr 2025
CanonNet: Canonical Ordering and Curvature Learning for Point Cloud Analysis Benjy Friedmann Michael Werman 3DPC 40 0 0 03 Apr 2025
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes Donghyun Kim Hyunah Ko Chanyoung Kim Seong Jae Hwang 3DPC 51 0 0 13 Mar 2025
GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection Dušan Malić Christian Fruhwirth-Reisinger Samuel Schulter Horst Possegger 3DPC 65 0 0 11 Mar 2025
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation Yong-xing He Hongshan Yu Mingtao Feng Tongjia Chen Zechuan Li Anwaar Ulhaq Saeed Anwar Ajmal Mian DiffM 78 0 0 08 Mar 2025
Multi-view Structural Convolution Network for Domain-Invariant Point Cloud Recognition of Autonomous Vehicles Younggun Kim Beomsik Cho Seonghoon Ryoo Soomok Lee 3DPC 99 0 0 27 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Yanjie Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 86 3 0 17 Jan 2025
Self-Supervised Scene Flow Estimation with Point-Voxel Fusion and Surface Representation Xuezhi Xiang X. Wang Lei Zhang Denis Ombati Himaloy Himu Xiantong Zhen 3DPC 46 0 0 17 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 31 5 0 10 Oct 2024
LoGDesc: Local geometric features aggregation for robust point cloud registration K. Slimani Brahim Tamadazte Catherine Achard 3DPC 36 0 0 03 Oct 2024
Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection Hongru Yan Yu Zheng Yueqi Duan 3DGS 74 2 0 02 Oct 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View Images Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas J. Guibas DD 51 5 0 30 Aug 2024
GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation Abiao Li Chenlei Lv Guofeng Mei Yifan Zuo Jian Zhang Yuming Fang ViT 35 0 0 21 Aug 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 49 14 0 18 Jul 2024
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers Mengke Li Da Li Guoqing Yang Yiu-ming Cheung Hui Huang 3DPC 48 2 0 18 Jul 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition Shuofeng Sun Yongming Rao Jiwen Lu Haibin Yan 40 6 0 23 Apr 2024
A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM) Dehao Yuan Cornelia Fermuller Tahseen Rabbani Furong Huang Yiannis Aloimonos 3DPC 27 4 0 02 Apr 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Ajmal Mian 3DPC 40 0 0 21 Mar 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis Xin Zhou Dingkang Liang Wei Xu Xingkui Zhu Yihan Xu Zhikang Zou Xiang Bai 37 26 0 03 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 37 19 0 01 Mar 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 49 5 0 24 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 89 93 0 16 Feb 2024
PointGL: A Simple Global-Local Framework for Efficient Point Cloud Analysis Jianan Li Jie Wang Tingfa Xu 3DPC 18 6 0 22 Jan 2024
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 38 102 0 05 Nov 2023
JM3D & JM3D-LLM: Elevating 3D Understanding with Joint Multi-modal Cues Jiayi Ji Haowei Wang Changli Wu Yiwei Ma Xiaoshuai Sun Rongrong Ji 49 1 0 14 Oct 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois Knoll 3DPC 23 0 0 13 Oct 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 54 1 0 13 Oct 2023
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data Dylan Peek Matthew P. Skerritt Stephan Chalup 3DPC 29 1 0 29 Sep 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 18 9 0 18 Aug 2023
Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation Haowei Wang Jiji Tang Jiayi Ji Xiaoshuai Sun Rongsheng Zhang ... Minda Zhao Lincheng Li zeng zhao Tangjie Lv Rongrong Ji 3DV 23 13 0 06 Aug 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 27 18 0 27 Jul 2023
EgoCOL: Egocentric Camera pose estimation for Open-world 3D object Localization @Ego4D challenge 2023 Cristhian Forigua María Escobar Jordi Pont-Tuset Kevis-Kokitsi Maninis Pablo Arbelaez EgoV 22 1 0 29 Jun 2023
Efficient 3D Semantic Segmentation with Superpoint Transformer Damien Robert Hugo Raguet Loic Landrieu ViT 27 45 0 13 Jun 2023
Tensorized Hypergraph Neural Networks Maolin Wang Yao Zhen Y. Pan Yao Zhao Chenyi Zhuang Zenglin Xu Ruocheng Guo Xiangyu Zhao 23 2 0 05 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 29 5 0 24 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 29 38 0 15 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 24 115 0 14 May 2023
Point Cloud Semantic Segmentation Ivan Martinović 3DPC 25 6 0 01 May 2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation Xin Kang Chaoqun Wang Xuejin Chen 24 3 0 15 Apr 2023
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding Yu-Qi Yang Yu-Xiao Guo Jiangfeng Xiong Yang Liu Hao Pan Peng-Shuai Wang Xin Tong B. Guo ViT 30 77 0 14 Apr 2023
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding Hengjia Li Tu Zheng Zhihao Chi Zheng Yang Wenxiao Wang Boxi Wu Binbin Lin Deng Cai 3DPC 51 1 0 31 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 35 57 0 29 Mar 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 40 14 0 19 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Ajmal Mian ViT 3DPC 14 3 0 08 Mar 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 33 19 0 18 Jan 2023
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation Yueze Wang Yongping Xiong C. Chiu Fangyu Liu Xiangyang Gong 3DPC ViT 30 6 0 17 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 37 1 0 06 Jan 2023
Learning Point-Language Hierarchical Alignment for 3D Visual Grounding Jiaming Chen Weihua Luo Ran Song Xiaolin K. Wei Lin Ma Wei Emma Zhang 3DV 40 6 0 22 Oct 2022
FBNet: Feedback Network for Point Cloud Completion Xuejun Yan Hongyu Yan Jingjing Wang Hang Du Zhihong Wu Di Xie Shiliang Pu Li Lu 3DPC 24 28 0 08 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 35 4 0 21 Sep 2022