3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions

27 March 2016

Andy Zeng

Shuran Song

Matthias Nießner

Papers citing "3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions"

50 / 116 papers shown

Title
MDF: Multi-Modal Data Fusion with CNN-Based Object Detection for Enhanced Indoor Localization Using LiDAR-SLAM Saqi Hussain Kalan Boon Giin Lee Wan-Young Chung 29 0 0 13 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 53 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
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Y. Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 82 4 0 26 Apr 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction Yuanyuan Gao Hao Li Jiaqi Chen Zhengyu Zou Zhihang Zhong Dingwen Zhang Xiao-Fu Sun Junwei Han 3DGS 55 0 0 29 Mar 2025
Progressive Correspondence Regenerator for Robust 3D Registration Guiyu Zhao Sheng Ao Ye Zhang Kai Xu Yulan Guo Yulan Guo 3DV 151 0 0 04 Feb 2025
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
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
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 40 2 0 07 May 2024
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin Iro Armeni Marc Pollefeys Dániel Baráth 36 7 0 30 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 43 2 0 01 Mar 2024
Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching Matteo Bastico Etienne Decencière Laurent Corté Yannick Tillier David Ryckelynck 3DPC 30 0 0 27 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 60 53 0 20 Feb 2024
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision Lu Ling Yichen Sheng Zhi Tu Wentian Zhao Cheng Xin ... Xiangrui Kong Gang Hua Tianti Zhang Bedrich Benes Aniket Bera VGen 26 98 0 26 Dec 2023
HIO-SDF: Hierarchical Incremental Online Signed Distance Fields V. Vasilopoulos Suveer Garg Jinwook Huh Bhoram Lee Volkan Isler 22 4 0 14 Oct 2023
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators Haiping Wang Yuan-Bin Liu Bing Wang Yujing Sun Zhenchao Dong Wenping Wang Bisheng Yang DiffM 30 10 0 05 Oct 2023
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
Partial Transport for Point-Cloud Registration Yikun Bai Huy Tran S. Damelin Soheil Kolouri 3DPC OT 32 1 0 27 Sep 2023
FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization Nan Ma Mohan Wang Yiheng Han Y. Liu 21 3 0 16 Sep 2023
FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth Models Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengshang Zhao 38 13 0 10 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 28 89 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 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
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction Quanpan Liu Yunsong Zhou Hongzi Zhu Shan Chang Minyi Guo 3DPC 38 7 0 04 May 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 V. Oseledets Gonzalo Ferrer 21 0 0 11 Apr 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 22 0 02 Apr 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
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning Seunghwan Lee Gwanmo Park H. Son Jiwon Ryu H. Chae 27 1 0 08 Mar 2023
GraffMatch: Global Matching of 3D Lines and Planes for Wide Baseline LiDAR Registration Parker C. Lusk Devarth Parikh Jonathan P. How 3DV 32 13 0 24 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 30 19 0 12 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 35 42 0 05 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 27 0 0 29 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 38 7 0 26 Oct 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 29 2 0 29 Sep 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 47 39 0 27 Sep 2022
Scale-Invariant Fast Functional Registration Muchen Sun Allison Pinosky Ian Abraham Todd D. Murphey 14 1 0 26 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
Accurate Ground-Truth Depth Image Generation via Overfit Training of Point Cloud Registration using Local Frame Sets Ji-Woo Kim Minchang Kim Y. Shin Minyoung Chung 3DPC 22 1 0 14 Jul 2022
LinK3D: Linear Keypoints Representation for 3D LiDAR Point Cloud Yunge Cui Yinlong Zhang Jiahua Dong Haibo Sun Xieyuanli Chen Feng Zhu 3DPC 16 37 0 13 Jun 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 16 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
A New Outlier Removal Strategy Based on Reliability of Correspondence Graph for Fast Point Cloud Registration Li Yan Pengcheng Wei Hong Xie Jicheng Dai Haorong Wu Ming-Liang Huang 3DPC 25 29 0 16 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
Exploiting Correspondences with All-pairs Correlations for Multi-view Depth Estimation Kai-Sheng Cheng Hao Chen Wei Yin Guangkai Xu Xuejin Chen 3DV 25 2 0 05 May 2022
Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition Axel Berg Magnus Oskarsson Mark O'Connor 3DPC ViT 21 26 0 08 Apr 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 24 171 0 28 Mar 2022
FD-SLAM: 3-D Reconstruction Using Features and Dense Matching Xingrui Yang Yuhang Ming Zhaopeng Cui Andrew Calway 11 25 0 25 Mar 2022
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors Paul Bergmann David Sattlegger 3DPC 28 57 0 23 Feb 2022