Deep Closest Point: Learning Representations for Point Cloud Registration

8 May 2019

Yue Wang

Papers citing "Deep Closest Point: Learning Representations for Point Cloud Registration"

50 / 133 papers shown

Title
Registration of 3D Point Sets Using Exponential-based Similarity Matrix Ashutosh Singandhupe Sanket Lokhande Hung M. La 3DPC 37 0 0 07 May 2025
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection Xiong Li Shulei Liu Xingning Chen Yisong Wu Dong Zhu 46 0 0 11 Apr 2025
Fast and Robust Localization for Humanoid Soccer Robot via Iterative Landmark Matching Ruochen Hou Mingzhang Zhu Hyunwoo Nam Gabriel I. Fernandez Dennis W. Hong 52 1 0 14 Mar 2025
A Direct Semi-Exhaustive Search Method for Robust, Partial-to-Full Point Cloud Registration Richard Cheng Chavdar Papozov D. Helmick Mark Tjersland 3DPC 58 1 0 31 Jan 2025
LP-ICP: General Localizability-Aware Point Cloud Registration for Robust Localization in Extreme Unstructured Environments Haosong Yue Qingyuan Xu Fei Chen Jia Pan Weihai Chen 3DPC 42 0 0 10 Jan 2025
UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image Xingyu Liu Gu Wang Ruida Zhang Chenyangguang Zhang F. Tombari Xiangyang Ji 221 2 0 25 Nov 2024
A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration Renlang Huang Yufan Tang Jiming Chen Liang Li 3DPC 44 1 0 14 Oct 2024
KISS-Matcher: Fast and Robust Point Cloud Registration Revisited Hyungtae Lim Daebeom Kim Gunhee Shin Jingnan Shi Ignacio Vizzo Hyun Myung J. Park Luca Carlone 3DPC 24 4 0 23 Sep 2024
MATCH POLICY: A Simple Pipeline from Point Cloud Registration to Manipulation Policies Haojie Huang Haotian Liu Dian Wang Robin Walters Robert Platt 3DPC 127 2 0 23 Sep 2024
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields Weiyi Xue Zehan Zheng Fan Lu Haiyun Wei Guang-Sheng Chen Changjun Jiang AI4CE 39 0 0 08 Jul 2024
TP3M: Transformer-based Pseudo 3D Image Matching with Reference Liming Han Zhaoxiang Liu Shiguo Lian 29 0 0 14 May 2024
Speak the Same Language: Global LiDAR Registration on BIM Using Pose Hough Transform Zhijian Qiao Haoming Huang Chuhao Liu Zehuan Yu Shaojie Shen Fumin Zhang Huan Yin 50 2 0 07 May 2024
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks Ben Eisner Yi Yang Todor Davchev Mel Vecerík Jonathan Scholz David Held 34 10 0 20 Apr 2024
Scalable 3D Registration via Truncated Entry-wise Absolute Residuals Tianyu Huang Liangzu Peng René Vidal Yunhui Liu 37 6 0 01 Apr 2024
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin Iro Armeni Marc Pollefeys Dániel Baráth 38 7 0 30 Mar 2024
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Batuhan Cengiz Mert Gulsen Y. Sahin Gözde B. Ünal 3DPC AAML 31 0 0 11 Mar 2024
Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching Matteo Bastico Etienne Decencière Laurent Corté Yannick Tillier David Ryckelynck 3DPC 43 0 0 27 Feb 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations Rui She Sijie Wang Qiyu Kang Kai Zhao Yang Song Wee Peng Tay Tianyu Geng Xingchao Jian DiffM 3DPC 41 2 0 06 Jan 2024
SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration Kezheng Xiong Maoji Zheng Qingshan Xu Chenglu Wen Siqi Shen Cheng-Yu Wang 3DPC 31 10 0 14 Dec 2023
Differentiable Visual Computing for Inverse Problems and Machine Learning Andrew Spielberg Fangcheng Zhong Konstantinos Rematas Krishna Murthy Jatavallabhula Cengiz Öztireli Tzu-Mao Li Derek Nowrouzezahrai 51 7 0 21 Nov 2023
Q-REG: End-to-End Trainable Point Cloud Registration with Surface Curvature Yucheng Shi Dániel Baráth Marc Pollefeys Iro Armeni 3DPC 55 3 0 27 Sep 2023
Partial Transport for Point-Cloud Registration Yikun Bai Huy Tran S. Damelin Soheil Kolouri 3DPC OT 40 1 0 27 Sep 2023
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data Mariona Carós Ariadna Just Santi Seguí Jordi Vitrià SSL 3DPC 24 3 0 05 Sep 2023
SEM-GAT: Explainable Semantic Pose Estimation using Learned Graph Attention Efimia Panagiotaki D. Martini Georgi Pramatarov Matthew Gadd Lars Kunze 3DPC 22 5 0 07 Aug 2023
GeoTransformer: Fast and Robust Point Cloud Registration with Geometric Transformer Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Slobodan Ilic Dewen Hu Kai Xu ViT 3DPC 34 89 0 25 Jul 2023
Unsupervised Deep Graph Matching Based on Cycle Consistency Siddharth Tourani Carsten Rother M. H. Khan Bogdan Savchynskkyy 32 3 0 18 Jul 2023
Rearrangement Planning for General Part Assembly Yulong Li Andy Zeng Shuran Song 23 9 0 01 Jul 2023
A2B: Anchor to Barycentric Coordinate for Robust Correspondence Weiyue Zhao Hao Lu Zhiguo Cao Xin Li 24 4 0 05 Jun 2023
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric Siyu Ren Junhui Hou 26 2 0 01 Jun 2023
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction Quanpan Liu Yunsong Zhou Hongzi Zhu Shan Chang Minyi Guo 3DPC 46 7 0 04 May 2023
RoSI: Recovering 3D Shape Interiors from Few Articulation Images A. Patil Yiming Qian Shangxue Yang Brian P. Jackson Eric P. Bennett Haotong Zhang 45 4 0 13 Apr 2023
TT-SDF2PC: Registration of Point Cloud and Compressed SDF Directly in the Memory-Efficient Tensor Train Domain A. Boyko A. Kornilova Rahim Tariverdizadeh Mirfarid Musavian L. Markeeva Ivan Oseledets Gonzalo Ferrer 34 0 0 11 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 31 18 0 03 Apr 2023
Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting Haiping Wang Yuan Liu Zhen Dong Yulan Guo Yu-Shen Liu Wenping Wang Bisheng Yang 3DPC 45 22 0 02 Apr 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 36 15 0 30 Mar 2023
RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning K. Slimani Brahim Tamadazte Catherine Achard 3DV 3DPC 22 4 0 14 Mar 2023
GMCR: Graph-based Maximum Consensus Estimation for Point Cloud Registration Michael Gentner P. Murali Mohsen Kaboli 3DPC 33 4 0 07 Mar 2023
GeoLCR: Attention-based Geometric Loop Closure and Registration Jing Liang Sanghyun Son Ming Lin Tianyi Zhou 3DPC 37 1 0 27 Feb 2023
GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing Zhao Mingyang Lei Ma Xiaohong Jia Dong‐Ming Yan Huang Tiejun 3DPC 39 10 0 02 Feb 2023
HPointLoc: Point-based Indoor Place Recognition using Synthetic RGB-D Images Dmitry A. Yudin Yaroslav K. Solomentsev R. Musaev A. Staroverov Aleksandr I. Panov 3DPC 3DV 29 5 0 30 Dec 2022
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization Chao-Yeh Chen Xinhao Liu Yiming Li Li Ding Chen Feng 3DPC SSL 37 15 0 13 Dec 2022
Evolutionary Multitasking with Solution Space Cutting for Point Cloud Registration Yue Wu Peiran Gong Maoguo Gong Han-Yan Ding Zedong Tang Yibo Liu Wenping Ma Qiguang Miao 3DPC 35 19 0 12 Dec 2022
Challenging the Universal Representation of Deep Models for 3D Point Cloud Registration David Bojanić Kristijan Bartol J. Forest Stefan Gumhold Tomislav Petković Tomislav Pribanić 3DPC 33 0 0 29 Nov 2022
Zero NeRF: Registration with Zero Overlap C. Peat O. Batchelor Richard D. Green J. Atlas 34 7 0 22 Nov 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 33 57 0 17 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 46 7 0 26 Oct 2022
Searching Dense Point Correspondences via Permutation Matrix Learning Zhiyuan Zhang Jiadai Sun Yuchao Dai Bin Fan Qi Liu 3DPC 24 2 0 26 Oct 2022
Overlap-guided Gaussian Mixture Models for Point Cloud Registration Guofeng Mei Fabio Poiesi Cristiano Saltori Jian Zhang Elisa Ricci N. Sebe 31 21 0 17 Oct 2022
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations Chengxuan Lin Tung-I Chen Hsin-Ying Lee Wen-Chin Chen Winston H. Hsu 3DPC 29 11 0 05 Oct 2022
Category-Level Global Camera Pose Estimation with Multi-Hypothesis Point Cloud Correspondences Jun-Jee Chao Selim Engin Nicolai Häni Volkan Isler 3DH 3DPC 38 2 0 28 Sep 2022