Autonomous underwater vehicle navigation: a review

B Zhang, D Ji, S Liu, X Zhu, W Xu - Ocean Engineering, 2023 - Elsevier
Abstract Autonomous Underwater Vehicles (AUVs) have been focused on by research
efforts because of their extensive applications in scientific, commercial as well as military …

Approaches, challenges, and applications for deep visual odometry: Toward complicated and emerging areas

K Wang, S Ma, J Chen, F Ren… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visual odometry (VO) is a prevalent way to deal with the relative localization problem, which
is becoming increasingly mature and accurate, but it tends to be fragile under challenging …

A survey on visual navigation and positioning for autonomous UUVs

J Qin, M Li, D Li, J Zhong, K Yang - Remote Sensing, 2022 - mdpi.com
Autonomous navigation and positioning are key to the successful performance of unmanned
underwater vehicles (UUVs) in environmental monitoring, oceanographic mapping, and …

AQUALOC: An underwater dataset for visual–inertial–pressure localization

M Ferrera, V Creuze, J Moras… - … Journal of Robotics …, 2019 - journals.sagepub.com
We present a new dataset, dedicated to the development of simultaneous localization and
mapping methods for underwater vehicles navigating close to the seabed. The data …

An overview of key SLAM technologies for underwater scenes

X Wang, X Fan, P Shi, J Ni, Z Zhou - Remote Sensing, 2023 - mdpi.com
Autonomous localization and navigation, as an essential research area in robotics, has a
broad scope of applications in various scenarios. To widen the utilization environment and …

DM-SLAM: A feature-based SLAM system for rigid dynamic scenes

J Cheng, Z Wang, H Zhou, L Li, J Yao - ISPRS International Journal of …, 2020 - mdpi.com
Most Simultaneous Localization and Mapping (SLAM) methods assume that environments
are static. Such a strong assumption limits the application of most visual SLAM systems. The …

An underwater visual navigation method based on multiple ArUco markers

Z Xu, M Haroutunian, AJ Murphy, J Neasham… - Journal of Marine …, 2021 - mdpi.com
Underwater navigation presents crucial issues because of the rapid attenuation of electronic
magnetic waves. The conventional underwater navigation methods are achieved by …

Comparison of feature detection and outlier removal strategies in a mono visual odometry algorithm for underwater navigation

A Bucci, L Zacchini, M Franchi, A Ridolfi… - Applied Ocean …, 2022 - Elsevier
This work aims to develop and evaluate a navigation strategy based on optical payloads for
Autonomous Underwater Vehicles (AUVs). The use of cameras for navigation purposes can …

Hyperspectral 3D mapping of underwater environments

M Ferrera, A Arnaubec, K Istenič… - Proceedings of the …, 2021 - openaccess.thecvf.com
Hyperspectral imaging has been increasingly used for underwater survey applications over
the past years. As many hyperspectral cameras work as push-broom scanners, their use is …

Learning the Ego-Motion of an Underwater Imaging Sonar: A Comparative Experimental Evaluation of Novel CNN and RCNN Approaches

B Muñoz, G Troni - IEEE Robotics and Automation Letters, 2024 - ieeexplore.ieee.org
This research addresses the challenge of estimating the ego-motion of a forward-looking
sonar (FLS) through deep neural networks (DNNs) and their application in autonomous …