LiDAR Odometry Survey: Recent Advancements and Remaining Challenges

LiDAR Odometry Survey: Recent Advancements and Remaining Challenges

29 December 2023

Papers citing "LiDAR Odometry Survey: Recent Advancements and Remaining Challenges"

19 / 19 papers shown

Title
Do We Still Need to Work on Odometry for Autonomous Driving? Cedric Le Gentil Daniil Lisus T. Barfoot 40 0 0 07 May 2025
Continuous-Time State Estimation Methods in Robotics: A Survey William Talbot Julian Nubert Turcan Tuna César Cadena Frederike Dumbgen J. Tordesillas T. Barfoot Marco Hutter 57 7 0 06 Nov 2024
CREVE: An Acceleration-based Constraint Approach for Robust Radar Ego-Velocity Estimation Hoang Viet Do Bo Sung Ko J. Song Jin Woo Song 29 0 0 25 Sep 2024
M-LIO: Multi-lidar, multi-IMU odometry with sensor dropout tolerance Sandipan Das N. Mahabadi Maurice F. Fallon S. Chatterjee 36 5 0 03 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 74 256 0 30 Sep 2022
Picking Up Speed: Continuous-Time Lidar-Only Odometry using Doppler Velocity Measurements Yuchen Wu David J. Yoon Keenan Burnett S. Kammel Yi Chen Heethesh Vhavle T. Barfoot 37 27 0 07 Sep 2022
Wildcat: Online Continuous-Time 3D Lidar-Inertial SLAM Milad Ramezani Kasra Khosoussi Gavin Catt Peyman Moghadam Jason L. Williams Paulo Borges Fred Pauling N. Kottege 24 49 0 25 May 2022
LOCUS 2.0: Robust and Computationally Efficient Lidar Odometry for Real-Time Underground 3D Mapping Andrzej Reinke M. Palieri B. Morrell Yun Chang K. Ebadi Luca Carlone Ali-akbar Agha-mohammadi 44 67 0 24 May 2022
Globally Consistent and Tightly Coupled 3D LiDAR Inertial Mapping Kenji Koide Masashi Yokozuka Shuji Oishi A. Banno 3DV 38 23 0 01 Feb 2022
DICP: Doppler Iterative Closest Point Algorithm Bruno Hexsel Heethesh Vhavle Yi Chen 3DPC 37 18 0 28 Jan 2022
Direct LiDAR Odometry: Fast Localization with Dense Point Clouds Kenny Chen B. Lopez Ali-akbar Agha-mohammadi Ankur M. Mehta 51 130 0 01 Oct 2021
Efficient and Probabilistic Adaptive Voxel Mapping for Accurate Online LiDAR Odometry Chongjian Yuan Wei xu Xiyuan Liu Xiaoping Hong Fu Zhang 29 83 0 15 Sep 2021
CLINS: Continuous-Time Trajectory Estimation for LiDAR-Inertial System Jiajun Lv Kewei Hu Jinhong Xu Yong-jin Liu Xiushui Ma Xingxing Zuo 47 45 0 10 Sep 2021
VILENS: Visual, Inertial, Lidar, and Leg Odometry for All-Terrain Legged Robots David Wisth Marco Camurri Maurice F. Fallon 34 114 0 15 Jul 2021
LION: Lidar-Inertial Observability-Aware Navigator for Vision-Denied Environments Andrea Tagliabue J. Tordesillas Xiaoyi Cai Angel Santamaria-Navarro Jonathan P. How Luca Carlone Ali-akbar Agha-mohammadi 34 53 0 05 Feb 2021
FAST-LIO: A Fast, Robust LiDAR-inertial Odometry Package by Tightly-Coupled Iterated Kalman Filter W. Xu Fu Zhang 66 582 0 16 Oct 2020
Ford Multi-AV Seasonal Dataset Siddharth Agarwal Ankit Vora Gaurav Pandey Wayne Williams H. Kourous J. McBride 3DPC 44 115 0 17 Mar 2020
LIC-Fusion: LiDAR-Inertial-Camera Odometry Xingxing Zuo Patrick Geneva Woosik Lee Yong-jin Liu G. Huang 132 148 0 09 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 219 13,886 0 02 Dec 2016