PPFNet: Global Context Aware Local Features for Robust 3D Point Matching

7 February 2018

Papers citing "PPFNet: Global Context Aware Local Features for Robust 3D Point Matching"

50 / 98 papers shown

Title
Cross-modal feature fusion for robust point cloud registration with ambiguous geometry Zhaoyi Wang Shengyu Huang Jemil Avers Butt Yuanzhou Cai Matej Varga A. Wieser 3DPC 17 0 0 19 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 65 0 0 07 May 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework Yanlong Xu Haoxuan Qu Jiaheng Liu Wenxiao Zhang Xun Yang 225 0 0 04 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 72 1 0 31 Jan 2025
LPRnet: A self-supervised registration network for LiDAR and photogrammetric point clouds Chen Wang Yanfeng Gu Xian Li 3DPC 64 0 0 10 Jan 2025
Grokking at the Edge of Numerical Stability Lucas Prieto Melih Barsbey Pedro A.M. Mediano Tolga Birdal 59 3 0 08 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 290 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 54 1 0 14 Oct 2024
PseudoNeg-MAE: Self-Supervised Point Cloud Learning using Conditional Pseudo-Negative Embeddings Sutharsan Mahendren Saimunur Rahman Piotr Koniusz Tharindu Fernando Sridha Sridharan Clinton Fookes Peyman Moghadam 3DPC 41 0 0 24 Sep 2024
ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency Shaocheng Yan Pengcheng Shi Jiayuan Li 3DPC 55 1 0 13 Jul 2024
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin Iro Armeni Marc Pollefeys Dániel Baráth 48 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 33 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 48 0 0 27 Feb 2024
D3Former: Jointly Learning Repeatable Dense Detectors and Feature-enhanced Descriptors via Saliency-guided Transformer Junjie Gao Pengfei Wang Qiujie Dong Qiong Zeng Shiqing Xin Caiming Zhang 24 0 0 20 Dec 2023
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 39 10 0 14 Dec 2023
Partial Transport for Point-Cloud Registration Yikun Bai Huy Tran S. Damelin Soheil Kolouri 3DPC OT 45 1 0 27 Sep 2023
Revisiting Fully Convolutional Geometric Features for Object 6D Pose Estimation Jaime Corsetti Davide Boscaini Fabio Poiesi 3DPC 42 5 0 28 Jul 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 39 90 0 25 Jul 2023
Density-invariant Features for Distant Point Cloud Registration Quanpan Liu Hongzi Zhu Yunsong Zhou Hongyang Li Shan Chang Minyi Guo 3DPC 39 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 34 1 0 07 Jun 2023
GMSF: Global Matching Scene Flow Yushan Zhang Johan Edstedt Bastian Wandt Per-Erik Forssén Maria Magnusson Michael Felsberg 48 9 0 27 May 2023
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction Quanpan Liu Yunsong Zhou Hongzi Zhu Shan Chang Minyi Guo 3DPC 53 7 0 04 May 2023
SDFReg: Learning Signed Distance Functions for Point Cloud Registration Leida Zhang Zhengda Lu Lei Feng Yiqun Wang 3DPC 40 1 0 18 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 26 11 0 31 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 32 17 0 17 Mar 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 49 7 0 06 Mar 2023
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 40 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 38 0 0 29 Nov 2022
CASSPR: Cross Attention Single Scan Place Recognition Yan Xia M. Gladkova Rui Wang Qianyun Li Uwe Stilla João F. Henriques Daniel Cremers 3DPC 29 34 0 22 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 51 7 0 26 Oct 2022
Online LiDAR-Camera Extrinsic Parameters Self-checking Pengjin Wei Guohang Yan Yikang Li Kun Fang Jie Yang Wen Liu 26 0 0 19 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 34 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 40 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 60 39 0 27 Sep 2022
Data-driven Loop Closure Detection in Bathymetric Point Clouds for Underwater SLAM Jiarui Tan Ignacio Torroba Yiping Xie John Folkesson 3DPC 27 7 0 18 Sep 2022
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence Lei Li Souhaib Attaiki M. Ovsjanikov 29 8 0 16 Sep 2022
CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection D. Gaddam Jean Lahoud Fahad Shahbaz Khan Rao Muhammad Anwer Hisham Cholakkal 3DPC 31 0 0 13 Sep 2022
Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation Ziming Wang Xiao Huo Zhen Chen Jing Zhang Lu Sheng Dong Xu 3DPC 32 18 0 31 Aug 2022
Learning to Register Unbalanced Point Pairs Kanghee Lee Junha Lee Jaesik Park 3DPC 56 7 0 09 Jul 2022
ImLoveNet: Misaligned Image-supported Registration Network for Low-overlap Point Cloud Pairs Honghua Chen Zeyong Wei Yabin Xu Mingqiang Wei Jun Wang 3DPC 44 26 0 02 Jul 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 32 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 30 10 0 23 May 2022
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework Ningkai Mo Wanshui Gan Naoto Yokoya Shifeng Chen 37 27 0 03 Apr 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 35 14 0 29 Mar 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects Yisheng He Yao Wang Haoqiang Fan Jian Sun Qifeng Chen 38 84 0 28 Mar 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 43 173 0 28 Mar 2022
FD-SLAM: 3-D Reconstruction Using Features and Dense Matching Xingrui Yang Yuhang Ming Zhaopeng Cui Andrew Calway 19 26 0 25 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas J. Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 30 41 0 14 Mar 2022
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors Paul Bergmann David Sattlegger 3DPC 41 58 0 23 Feb 2022
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport Mahdi Saleh Shun-cheng Wu Luca Cosmo Nassir Navab Benjamin Busam F. Tombari 32 22 0 03 Feb 2022