A Survey on Global LiDAR Localization: Challenges, Advances and Open Problems

15 February 2023

Huan Yin

Xuecheng Xu

Xieyuanli Chen

Shaojie Shen

Papers citing "A Survey on Global LiDAR Localization: Challenges, Advances and Open Problems"

33 / 33 papers shown

Title
Ranking-aware Continual Learning for LiDAR Place Recognition Xufei Wang Gengxuan Tian Junqiao Zhao Siyue Tao Qiwen Gu Qiankun Yu Tiantian Feng CLL 28 0 0 12 May 2025
HOTFormerLoc: Hierarchical Octree Transformer for Versatile Lidar Place Recognition Across Ground and Aerial Views Ethan Griffiths Maryam Haghighat Simon Denman Clinton Fookes Milad Ramezani 3DPC 59 0 0 11 Mar 2025
SLABIM: A SLAM-BIM Coupled Dataset in HKUST Main Building Haoming Huang Zhijian Qiao Zehuan Yu Chuhao Liu Shaojie Shen Fumin Zhang Huan Yin 41 0 0 24 Feb 2025
Why Sample Space Matters: Keyframe Sampling Optimization for LiDAR-based Place Recognition Nikolaos Stathoulopoulos Vidya Sumathy Christoforos Kanellakis G. Nikolakopoulos 83 1 0 20 Feb 2025
Progressive Correspondence Regenerator for Robust 3D Registration Guiyu Zhao Sheng Ao Ye Zhang Kai Xu Yulan Guo Yulan Guo 3DV 162 0 0 04 Feb 2025
Efficiently Closing Loops in LiDAR-Based SLAM Using Point Cloud Density Maps Saurabh Gupta Tiziano Guadagnino Benedikt Mersch Niklas Trekel Meher V. R. Malladi Cyrill Stachniss 38 1 0 13 Jan 2025
ROMAN: Open-Set Object Map Alignment for Robust View-Invariant Global Localization Mason Peterson Yi Xuan Jia Yulun Tian Annika Thomas Jonathan P. How 53 2 0 10 Oct 2024
OrionNav: Online Planning for Robot Autonomy with Context-Aware LLM and Open-Vocabulary Semantic Scene Graphs Venkata Naren Devarakonda Raktim Gautam Goswami Ali Umut Kaypak Naman Patel Rooholla Khorrambakht Prashanth Krishnamurthy Farshad Khorrami LM&Ro 39 3 0 08 Oct 2024
ERPoT: Effective and Reliable Pose Tracking for Mobile Robots Using Lightweight Polygon Maps Haiming Gao Qibo Qiu Hongyan Liu Dingkun Liang Chaoqun Wang Xuebo Zhang 131 0 0 23 Sep 2024
SLIM: Scalable and Lightweight LiDAR Mapping in Urban Environments Zehuan Yu Zhijian Qiao Wenyi Liu Huan Yin Shaojie Shen 33 2 0 13 Sep 2024
NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 37 1 0 01 Jun 2024
General Place Recognition Survey: Towards Real-World Autonomy Peng Yin Jianhao Jiao Shiqi Zhao Lingyun Xu Guoquan Huang Howie Choset Sebastian A. Scherer Jianda Han 47 7 0 08 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
TSCM: A Teacher-Student Model for Vision Place Recognition Using Cross-Metric Knowledge Distillation Yehui Shen Mingmin Liu Huimin Lu Xieyuanli Chen 39 1 0 02 Apr 2024
CBGL: Fast Monte Carlo Passive Global Localisation of 2D LIDAR Sensor Alexandros Filotheou 32 0 0 26 Jul 2023
Long-Term Localization using Semantic Cues in Floor Plan Maps Nicky Zimmerman Tiziano Guadagnino Xieyuanli Chen Jens Behley C. Stachniss 33 23 0 04 Oct 2022
KISS-ICP: In Defense of Point-to-Point ICP -- Simple, Accurate, and Robust Registration If Done the Right Way Ignacio Vizzo Tiziano Guadagnino Benedikt Mersch Louis Wiesmann Jens Behley C. Stachniss 3DPC 84 260 0 30 Sep 2022
Robust Incremental Smoothing and Mapping (riSAM) Daniel McGann J. Rogers Michael Kaess 38 10 0 28 Sep 2022
NDD: A 3D Point Cloud Descriptor Based on Normal Distribution for Loop Closure Detection Rui Zhou Li He Hong Zhang Xubin Lin Y. Guan 26 10 0 26 Sep 2022
SeqOT: A Spatial-Temporal Transformer Network for Place Recognition Using Sequential LiDAR Data Junyi Ma Xieyuanli Chen Jingyi Xu Guang-ming Xiong ViT 3DPC 26 43 0 16 Sep 2022
General Place Recognition Survey: Towards the Real-world Autonomy Age Peng Yin Shiqi Zhao Ivan Cisneros Abulikemu Abuduweili G. Huang Micheal Milford Changliu Liu Howie Choset Sebastian Scherer 42 29 0 09 Sep 2022
Learning to Register Unbalanced Point Pairs Kanghee Lee Junha Lee Jaesik Park 3DPC 34 7 0 09 Jul 2022
ALITA: A Large-scale Incremental Dataset for Long-term Autonomy Peng Yin Shiqi Zhao Ruohai Ge Ivan Cisneros R. Fu Ji Zhang Howie Choset Sebastian Scherer 53 17 0 22 May 2022
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition Kavisha Vidanapathirana Milad Ramezani Peyman Moghadam Sridha Sridharan Clinton Fookes 3DPC 3DV 36 82 0 17 Sep 2021
DARE-SLAM: Degeneracy-Aware and Resilient Loop Closing in Perceptually-Degraded Environments K. Ebadi M. Palieri Sally Wood C. Padgett Ali-akbar Agha-mohammadi 58 49 0 09 Feb 2021
Feature-metric Registration: A Fast Semi-supervised Approach for Robust Point Cloud Registration without Correspondences Xiaoshui Huang Guofeng Mei Jian Zhang 3DPC 65 245 0 03 May 2020
The Newer College Dataset: Handheld LiDAR, Inertial and Vision with Ground Truth Milad Ramezani Yiduo Wang Marco Camurri David Wisth Matías Mattamala Maurice F. Fallon 3DV 70 186 0 12 Mar 2020
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 39 385 0 06 Mar 2020
PointLoc: Deep Pose Regressor for LiDAR Point Cloud Localization Wei Wang Bing Wang Peijun Zhao Changhao Chen R. Clark Bo Yang Andrew Markham A. Trigoni 3DPC 25 46 0 05 Mar 2020
TEASER: Fast and Certifiable Point Cloud Registration Heng Yang J. Shi Luca Carlone 3DPC 139 657 0 21 Jan 2020
Graduated Non-Convexity for Robust Spatial Perception: From Non-Minimal Solvers to Global Outlier Rejection Heng Yang Pasquale Antonante Vasileios Tzoumas Luca Carlone 164 224 0 18 Sep 2019
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