PREDATOR: Registration of 3D Point Clouds with Low Overlap

25 November 2020

Shengyu Huang

Zan Gojcic

Mikhail (Misha) Usvyatsov

A. Wieser

Konrad Schindler

3DPC

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Papers citing "PREDATOR: Registration of 3D Point Clouds with Low Overlap"

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Title
One2Any: One-Reference 6D Pose Estimation for Any Object Mengya Liu Siyuan Li Ajad Chhatkuli Prune Truong Luc Van Gool Federico Tombari 37 0 0 07 May 2025
Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration Shiqi Li Jihua Zhu Yifan Xie Naiwen Hu Di Wang 3DPC 68 3 0 06 May 2025
3D Hand-Eye Calibration for Collaborative Robot Arm: Look at Robot Base Once Leihui Li Lixuepiao Wan Volker Krueger Xuping Zhang 115 0 0 30 Apr 2025
Progressive Correspondence Regenerator for Robust 3D Registration Guiyu Zhao Sheng Ao Ye Zhang Kai Xu Yulan Guo Yulan Guo 3DV 133 0 0 04 Feb 2025
A Direct Semi-Exhaustive Search Method for Robust, Partial-to-Full Point Cloud Registration Richard Cheng Chavdar Papozov D. Helmick Mark Tjersland 3DPC 56 1 0 31 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 150 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 37 1 0 14 Oct 2024
Interactive4D: Interactive 4D LiDAR Segmentation Ilya Fradlin Idil Esen Zulfikar Kadir Yilmaz Theodora Kontogianni Bastian Leibe 47 1 0 10 Oct 2024
MATCH POLICY: A Simple Pipeline from Point Cloud Registration to Manipulation Policies Haojie Huang Haotian Liu Dian Wang Robin Walters Robert Platt 3DPC 77 2 0 23 Sep 2024
CMR-Agent: Learning a Cross-Modal Agent for Iterative Image-to-Point Cloud Registration Gongxin Yao Yixin Xuan Xinyang Li Yu Pan 3DPC 23 0 0 05 Aug 2024
ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency Shaocheng Yan Pengcheng Shi Jiayuan Li 3DPC 40 1 0 13 Jul 2024
L-PR: Exploiting LiDAR Fiducial Marker for Unordered Low Overlap Multiview Point Cloud Registration Yibo Liu Jinjun Shan Amaldev Haridevan Shuo Zhang 63 2 0 05 Jun 2024
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin Iro Armeni Marc Pollefeys Dániel Baráth 36 7 0 30 Mar 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 34 2 0 06 Jan 2024
Q-REG: End-to-End Trainable Point Cloud Registration with Surface Curvature Yucheng Shi Dániel Baráth Marc Pollefeys Iro Armeni 3DPC 47 3 0 27 Sep 2023
Density-invariant Features for Distant Point Cloud Registration Quanpan Liu Hongzi Zhu Yunsong Zhou Hongyang Li Shan Chang Minyi Guo 3DPC 26 19 0 19 Jul 2023
Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks Sara Monji-Azad Marvin Kinz Jurgen Hesser 3DPC 25 1 0 07 Jun 2023
Jigsaw: Learning to Assemble Multiple Fractured Objects Jiaxin Lu Yifan Sun Qi-Xing Huang 26 17 0 29 May 2023
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction Quanpan Liu Yunsong Zhou Hongzi Zhu Shan Chang Minyi Guo 3DPC 35 7 0 04 May 2023
Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting Haiping Wang Yuan-Bin Liu Zhen Dong Yulan Guo Yu-Shen Liu Wenping Wang Bisheng Yang 3DPC 34 21 0 02 Apr 2023
RDMNet: Reliable Dense Matching Based Point Cloud Registration for Autonomous Driving Chenghao Shi Xieyuanli Chen Huimin Lu Wenbang Deng Junhao Xiao Bin Dai 3DPC 16 11 0 31 Mar 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 22 14 0 30 Mar 2023
Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yuxing Peng Kaiping Xu 3DPC 19 17 0 17 Mar 2023
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 27 0 0 29 Nov 2022
Edge Grasp Network: A Graph-Based SE(3)-invariant Approach to Grasp Detection Hao-zhe Huang Dian Wang Xu Zhu Robin G. Walters Robert W. Platt 3DPC 13 35 0 31 Oct 2022
Overlap-guided Gaussian Mixture Models for Point Cloud Registration Guofeng Mei Fabio Poiesi Cristiano Saltori Jian Zhang Elisa Ricci N. Sebe 24 21 0 17 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 25 2 0 28 Sep 2022
RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud Registration Hao Yu Jiafan Hou Zheng Qin Mahdi Saleh I. Shugurov Kai Wang Benjamin Busam Slobodan Ilic 41 39 0 27 Sep 2022
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence Lei Li Souhaib Attaiki M. Ovsjanikov 19 8 0 16 Sep 2022
PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration Ming-Dong Yuan Zhihao Li Qiuye Jin Xinrong Chen Manning Wang 3DPC 25 10 0 01 Sep 2022
UTOPIC: Uncertainty-aware Overlap Prediction Network for Partial Point Cloud Registration Zhilei Chen Honghua Chen Lina Gong Xu Yan Jun Wang Yan Guo J. Qin Mingqiang Wei 3DPC 18 17 0 04 Aug 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 11 18 0 11 Jun 2022
RCP: Recurrent Closest Point for Scene Flow Estimation on 3D Point Clouds Xiaodong Gu Chengzhou Tang Weihao Yuan Zuozhuo Dai Siyu Zhu Ping Tan 3DPC 17 10 0 23 May 2022
Multi-view Point Cloud Registration based on Evolutionary Multitasking with Bi-Channel Knowledge Sharing Mechanism Yue Wu Yibo Liu Maoguo Gong Peiran Gong Hao Li Zedong Tang Qiguang Miao Wenping Ma 3DPC 21 42 0 06 May 2022
MatchNorm: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World Zheng Dang Lizhou Wang Yu-Xiao Guo Mathieu Salzmann 3DPC 25 14 0 29 Mar 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects Yisheng He Yao Wang Haoqiang Fan Jian-jun Sun Qifeng Chen 12 83 0 28 Mar 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 24 169 0 28 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation Yisheng He Haoqiang Fan Haibin Huang Qifeng Chen Jian-jun Sun 11 17 0 06 Mar 2022
Towards Class-agnostic Tracking Using Feature Decorrelation in Point Clouds Shengjing Tian Jun Liu Xiuping Liu 3DPC 19 4 0 28 Feb 2022
Reliable Inlier Evaluation for Unsupervised Point Cloud Registration Yaqi Shen Le Hui Haobo Jiang Jin Xie Jian Yang 3DPC 13 46 0 23 Feb 2022
3D Point Cloud Registration with Learning-based Matching Algorithm Rintaro Yanagi Atsushi Hashimoto Shusaku Sone Naoya Chiba Jiaxin Ma Yoshitaka Ushiku 3DPC 19 1 0 04 Feb 2022
Deep Confidence Guided Distance for 3D Partial Shape Registration Dvir Ginzburg D. Raviv 3DV 3DPC 19 3 0 27 Jan 2022
Full Transformer Framework for Robust Point Cloud Registration with Deep Information Interaction Guang-Sheng Chen Meiling Wang Yufeng Yue Qingxiang Zhang Li-xin Yuan ViT 32 17 0 17 Dec 2021
Lepard: Learning partial point cloud matching in rigid and deformable scenes Yang Li Tatsuya Harada 3DPC 32 119 0 24 Nov 2021
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration Hao Yu Fu Li Mahdi Saleh Benjamin Busam Slobodan Ilic 3DPC 3DV 22 205 0 26 Oct 2021
DPFM: Deep Partial Functional Maps Souhaib Attaiki Gautam Pai M. Ovsjanikov 22 57 0 19 Oct 2021
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds Anh-Quan Cao Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 29 44 0 04 Oct 2021
Object-Augmented RGB-D SLAM for Wide-Disparity Relocalisation Yuhang Ming Xingrui Yang Andrew Calway 13 13 0 05 Aug 2021
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features Xuyang Bai Zixin Luo Lei Zhou Hongbo Fu Long Quan Chiew-Lan Tai 3DPC 31 385 0 06 Mar 2020