LiDAR odometry survey: recent advancements and remaining challenges

D Lee, M Jung, W Yang, A Kim - Intelligent Service Robotics, 2024 - Springer
Odometry is crucial for robot navigation, particularly in situations where global positioning
methods like global positioning system are unavailable. The main goal of odometry is to …

Fast-livo2: Fast, direct lidar-inertial-visual odometry

C Zheng, W Xu, Z Zou, T Hua, C Yuan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
This paper presents FAST-LIVO2, a fast and direct LiDAR-inertial-visual odometry
framework designed for accurate and robust state estimation in SLAM tasks, enabling real …

Mcd: Diverse large-scale multi-campus dataset for robot perception

TM Nguyen, S Yuan, TH Nguyen… - Proceedings of the …, 2024 - openaccess.thecvf.com
Perception plays a crucial role in various robot applications. However existing well-
annotated datasets are biased towards autonomous driving scenarios while unlabelled …

Review of simultaneous localization and map** (SLAM) for construction robotics applications

A Yarovoi, YK Cho - Automation in Construction, 2024 - Elsevier
With the increasing affordability of robot technologies and the reduction in size and weight of
autonomous systems, the deployment of autonomous robotic systems on construction sites …

Wild-places: A large-scale dataset for lidar place recognition in unstructured natural environments

J Knights, K Vidanapathirana… - … on robotics and …, 2023 - ieeexplore.ieee.org
Many existing datasets for lidar place recognition are solely representative of structured
urban environments, and have recently been saturated in performance by deep learning …

Fusionportablev2: A unified multi-sensor dataset for generalized slam across diverse platforms and scalable environments

H Wei, J Jiao, X Hu, J Yu, X ** (SLAM) has been widely applied in various robotic
missions, from rescue operations to autonomous driving. However, the generalization of …

Quatro++: Robust global registration exploiting ground segmentation for loop closing in LiDAR SLAM

H Lim, MA Vega-Torres, A Braun, A Borrmann - Construction Robotics, 2024 - Springer
This paper presents a pioneering solution to the task of integrating mobile 3D LiDAR and
inertial measurement unit (IMU) data with existing building information models or point …

MAVIS: Multi-Camera Augmented Visual-Inertial SLAM using SE2(3) Based Exact IMU Pre-integration

Y Wang, Y Ng, I Sa, A Parra… - … on Robotics and …, 2024 - ieeexplore.ieee.org
We present a novel optimization-based Visual-Inertial SLAM system designed for multiple
partially over-lapped camera systems, named MAVIS. Our framework fully exploits the …