A comprehensive survey of visual slam algorithms

A Macario Barros, M Michel, Y Moline, G Corre… - Robotics, 2022 - mdpi.com
Simultaneous localization and mapping (SLAM) techniques are widely researched, since
they allow the simultaneous creation of a map and the sensors' pose estimation in an …

A review of visual SLAM methods for autonomous driving vehicles

J Cheng, L Zhang, Q Chen, X Hu, J Cai - Engineering Applications of …, 2022 - Elsevier
Autonomous driving vehicles require both a precise localization and mapping solution in
different driving environment. In this context, Simultaneous Localization and Mapping …

Fast-lio2: Fast direct lidar-inertial odometry

W Xu, Y Cai, D He, J Lin, F Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents FAST-LIO2: a fast, robust, and versatile LiDAR-inertial odometry
framework. Building on a highly efficient tightly coupled iterated Kalman filter, FAST-LIO2 …

Droid-slam: Deep visual slam for monocular, stereo, and rgb-d cameras

Z Teed, J Deng - Advances in neural information …, 2021 - proceedings.neurips.cc
We introduce DROID-SLAM, a new deep learning based SLAM system. DROID-SLAM
consists of recurrent iterative updates of camera pose and pixelwise depth through a Dense …

Go-slam: Global optimization for consistent 3d instant reconstruction

Y Zhang, F Tosi, S Mattoccia… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Neural implicit representations have recently demonstrated compelling results on dense
Simultaneous Localization And Mapping (SLAM) but suffer from the accumulation of errors …

Orb-slam3: An accurate open-source library for visual, visual–inertial, and multimap slam

C Campos, R Elvira, JJG Rodríguez… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This article presents ORB-SLAM3, the first system able to perform visual, visual-inertial and
multimap SLAM with monocular, stereo and RGB-D cameras, using pin-hole and fisheye …

Agilicious: Open-source and open-hardware agile quadrotor for vision-based flight

P Foehn, E Kaufmann, A Romero, R Penicka, S Sun… - Science robotics, 2022 - science.org
Autonomous, agile quadrotor flight raises fundamental challenges for robotics research in
terms of perception, planning, learning, and control. A versatile and standardized platform is …

A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses

MF Aslan, A Durdu, K Sabanci, E Ropelewska… - Applied Sciences, 2022 - mdpi.com
The increasing world population makes it necessary to fight challenges such as climate
change and to realize production efficiently and quickly. However, the minimum cost …

A tutorial on quantitative trajectory evaluation for visual (-inertial) odometry

Z Zhang, D Scaramuzza - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
In this tutorial, we provide principled methods to quantitatively evaluate the quality of an
estimated trajectory from visual (-inertial) odometry (VO/VIO), which is the foundation of …

Planning and decision-making for autonomous vehicles

W Schwarting, J Alonso-Mora… - Annual Review of Control …, 2018 - annualreviews.org
In this review, we provide an overview of emerging trends and challenges in the field of
intelligent and autonomous, or self-driving, vehicles. Recent advances in the field of …