LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM

8 March 2021

Abhinav Valada

Papers citing "LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM"

30 / 30 papers shown

Title
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection Xiong Li Shulei Liu Xingning Chen Yisong Wu Dong Zhu 44 0 0 11 Apr 2025
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks Liudi Yang Ruben Mascaro Ignacio Alzugaray Sai Manoj Prakhya Marco Karrer Ziyuan Liu M. Chli 3DPC 91 1 0 31 Jan 2025
SALSA: Swift Adaptive Lightweight Self-Attention for Enhanced LiDAR Place Recognition Raktim Gautam Goswami Naman Patel Prashanth Krishnamurthy Farshad Khorrami 28 4 0 11 Jul 2024
SGLC: Semantic Graph-Guided Coarse-Fine-Refine Full Loop Closing for LiDAR SLAM Neng Wang Xieyuanli Chen Chenghao Shi Zhiqiang Zheng Hongshan Yu Huimin Lu 28 4 0 11 Jul 2024
IFTD: Image Feature Triangle Descriptor for Loop Detection in Driving Scenes Fengtian Lang Ruiye Ming Zikang Yuan Xin Yang 25 0 0 12 Jun 2024
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition Yun-Jin Li M. Gladkova Yan Xia Rui Wang Daniel Cremers 37 5 0 21 Mar 2024
CMRNext: Camera to LiDAR Matching in the Wild for Localization and Extrinsic Calibration Daniele Cattaneo Abhinav Valada 32 6 0 31 Jan 2024
FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization Nan Ma Mohan Wang Yiheng Han Yong-Jin Liu 21 3 0 16 Sep 2023
Deep Robust Multi-Robot Re-localisation in Natural Environments Milad Ramezani Ethan Griffiths Maryam Haghighat Alex Pitt Peyman Moghadam 42 7 0 26 Jul 2023
End-to-end 2D-3D Registration between Image and LiDAR Point Cloud for Vehicle Localization Guangming Wang Yu Zheng Yanfeng Guo Zhe Liu Yixiang Zhu Wolfram Burgard Hesheng Wang 3DPC 13 9 0 20 Jun 2023
A Coarse-to-Fine Place Recognition Approach using Attention-guided Descriptors and Overlap Estimation Chencan Fu Lin Li Linpeng Peng Yukai Ma Xiangrui Zhao Yong-jin Liu 19 3 0 13 Mar 2023
Necessity Feature Correspondence Estimation for Large-scale Global Place Recognition and Relocalization Kyeongsu Kang Minjae Lee Hyeonwoo Yu 3DPC 24 0 0 11 Mar 2023
ORCHNet: A Robust Global Feature Aggregation approach for 3D LiDAR-based Place recognition in Orchards T. Barros L. Garrote Pedro Conde M. J. Coombes C. Liu C. Premebida U. J. Nunes 3DPC 21 2 0 01 Mar 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving M. Büchner Jannik Zürn Ion-George Todoran Abhinav Valada Wolfram Burgard 25 25 0 13 Feb 2023
Contour Context: Abstract Structural Distribution for 3D LiDAR Loop Detection and Metric Pose Estimation Binqian Jiang Shaojie Shen 3DPC 12 21 0 13 Feb 2023
CVTNet: A Cross-View Transformer Network for Place Recognition Using LiDAR Data Junyi Ma Guang-ming Xiong Jingyi Xu Xieyuanli Chen ViT 24 31 0 03 Feb 2023
CASSPR: Cross Attention Single Scan Place Recognition Yan Xia M. Gladkova Rui Wang Qianyun Li Uwe Stilla João F. Henriques Daniel Cremers 3DPC 4 34 0 22 Nov 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 25 47 0 16 Nov 2022
DeepRING: Learning Roto-translation Invariant Representation for LiDAR based Place Recognition Shan Lu Xuecheng Xu Li Tang R. Xiong Yue Wang 3DPC 14 6 0 20 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 26 11 0 05 Oct 2022
PADLoC: LiDAR-Based Deep Loop Closure Detection and Registration Using Panoptic Attention J. Arce Niclas Vodisch Daniele Cattaneo Wolfram Burgard Abhinav Valada 3DPC 33 30 0 20 Sep 2022
Object Scan Context: Object-centric Spatial Descriptor for Place Recognition within 3D Point Cloud Map Haodong Yuan Yudong Zhang Sheng-Hung Fan Xue Li Jian Wang 3DPC 16 2 0 07 Jun 2022
Loop Closure Prioritization for Efficient and Scalable Multi-Robot SLAM Chris Denniston Yun Chang Andrzej Reinke K. Ebadi Gaurav Sukhatme Luca Carlone B. Morrell Ali-akbar Agha-mohammadi 41 25 0 24 May 2022
Learning Long-Horizon Robot Exploration Strategies for Multi-Object Search in Continuous Action Spaces F. Schmalstieg Daniel Honerkamp Tim Welschehold Abhinav Valada 38 19 0 23 May 2022
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds Anh-Quan Cao Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 29 45 0 04 Oct 2021
Panoptic nuScenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking Whye Kit Fong Rohit Mohan Juana Valeria Hurtado Lubing Zhou Holger Caesar Oscar Beijbom Abhinav Valada 48 176 0 08 Sep 2021
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport Gilles Puy Alexandre Boulch Renaud Marlet 3DPC OT 130 183 0 22 Jul 2020
TEASER: Fast and Certifiable Point Cloud Registration Heng Yang J. Shi Luca Carlone 3DPC 139 657 0 21 Jan 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016
SegMatch: Segment based loop-closure for 3D point clouds Renaud Dubé Daniel Dugas E. Stumm Juan I. Nieto Roland Siegwart Cesar Cadena 3DV 198 318 0 25 Sep 2016