Visual and Visual‐Inertial SLAM: State of the Art, Classification, and Experimental Benchmarking

M Servières, V Renaudin, A Dupuis… - Journal of …, 2021 - Wiley Online Library
Simultaneous Localization and Map** is now widely adopted by many applications, and
researchers have produced very dense literature on this topic. With the advent of smart …

High-precision, consistent EKF-based visual-inertial odometry

M Li, AI Mourikis - The International Journal of Robotics …, 2013 - journals.sagepub.com
In this paper, we focus on the problem of motion tracking in unknown environments using
visual and inertial sensors. We term this estimation task visual–inertial odometry (VIO), in …

[PDF][PDF] A brief survey on SLAM methods in autonomous vehicle

TTO Takleh, NA Bakar, SA Rahman, R Hamzah… - Int. J. Eng …, 2018 - researchgate.net
The overall purpose of this paper is to provide an introductory survey in the area of
Simultaneous Localization and Map** (SLAM) particularly its utilization in autonomous …

Eqvio: An equivariant filter for visual-inertial odometry

P van Goor, R Mahony - IEEE Transactions on Robotics, 2023 - ieeexplore.ieee.org
Visual-inertial odometry (VIO) is the problem of estimating a robot's trajectory by combining
information from an inertial measurement unit (IMU) and a camera and is of great interest to …

Camera, LiDAR, and IMU based multi-sensor fusion SLAM: A survey

J Zhu, H Li, T Zhang - Tsinghua Science and Technology, 2023 - ieeexplore.ieee.org
In recent years, Simultaneous Localization And Map** (SLAM) technology has prevailed
in a wide range of applications, such as autonomous driving, intelligent robots, Augmented …

Online temporal calibration for camera–IMU systems: Theory and algorithms

M Li, AI Mourikis - The International Journal of Robotics …, 2014 - journals.sagepub.com
When fusing visual and inertial measurements for motion estimation, each measurement's
sampling time must be precisely known. This requires knowledge of the time offset that …

Impact of landmark parametrization on monocular EKF-SLAM with points and lines

J Sola, T Vidal-Calleja, J Civera… - International journal of …, 2012 - Springer
This paper explores the impact that landmark parametrization has in the performance of
monocular, EKF-based, 6-DOF simultaneous localization and map** (SLAM) in the …

Large scale multiple robot visual map** with heterogeneous landmarks in semi-structured terrain

TA Vidal-Calleja, C Berger, J Solà, S Lacroix - Robotics and Autonomous …, 2011 - Elsevier
This paper addresses the cooperative localization and visual map** problem with multiple
heterogeneous robots. The approach is designed to deal with the challenging large semi …

Parallaxba: bundle adjustment using parallax angle feature parametrization

L Zhao, S Huang, Y Sun, L Yan… - … Journal of Robotics …, 2015 - journals.sagepub.com
The main contribution of this paper is a novel feature parametrization based on parallax
angles for bundle adjustment (BA) in structure and motion estimation from monocular …

How far is SLAM from a linear least squares problem?

S Huang, Y Lai, U Frese… - 2010 IEEE/RSJ …, 2010 - ieeexplore.ieee.org
Most people believe SLAM is a complex nonlinear estimation/optimization problem.
However, recent research shows that some simple iterative methods based on linearization …