Sonar image intelligent processing in seabed pipeline detection: review and application

B Shi, T Cao, Q Ge, Y Lin, Z Wang - Measurement Science and …, 2024 - iopscience.iop.org
Subsea pipelines rely primarily on imaging sonar for detection and identification. We
analyze the imaging principles of side scan sonar, multi-beam sonar, synthetic aperture …

Sonar image generation by MFA-CycleGAN for boosting underwater object detection of AUVs

J Zhou, Y Li, H Qin, P Dai, Z Zhao… - IEEE Journal of Oceanic …, 2024 - ieeexplore.ieee.org
Acquiring large amounts of high-quality real sonar data for object detection of autonomous
underwater vehicles (AUVs) is challenging. Synthetic data can be an alternative, but it is …

Path planning of autonomous underwater vehicle in unknown environment based on improved deep reinforcement learning

Z Tang, X Cao, Z Zhou, Z Zhang, C Xu, J Dou - Ocean Engineering, 2024 - Elsevier
In order to improve the autonomous navigation capability of autonomous underwater
vehicles (AUV), this paper applies Deep Reinforcement Learning (DRL) to realize …

[HTML][HTML] Automatic target recognition and geolocalisation of natural gas seeps using an autonomous underwater vehicle

M Bresciani, L Zacchini, A Topini, A Ridolfi… - Control Engineering …, 2024 - Elsevier
Abstract Autonomous Underwater Vehicles (AUVs) have proven to be a precious resource
for oceans preservation thanks to their ability to accomplish survey missions on wide areas …

UUVDNet: An efficient unmanned underwater vehicle target detection network for multibeam forward-looking sonar

X Zhang, H Pan, Z Jing, K Ling, P Peng, B Song - Ocean Engineering, 2025 - Elsevier
Precise localization of unmanned underwater vehicle (UUV) on multi-beam forward-looking
sonar (MFLS) is a key technology in underwater robotic exploration. However, large …

Target positioning of dual forward looking sonars based on orthogonal detection

W Liu, Y Li, L Li, W Zhang, W Huang - Mechatronics, 2024 - Elsevier
Accurate positioning of underwater targets is an important basis for many underwater tasks.
As an imagery equipment, forward-looking sonar (FLS) can overcome the problem of poor …

An effective automatic object detection algorithm for continuous sonar image sequences

P Shi, H Sun, X Fan, Q He, X Zhou, L Lu - Multimedia Tools and …, 2024 - Springer
Object detection of continuous sonar image sequences has become an efficient way for
underwater environment exploration. However, the task always suffers from the influence of …

Autoencoder-based Fault Detection Strategy for Autonomous Underwater Reconfigurable Vehicles

M Vangi, A Topini, G Lazzerini, A Ridolfi… - OCEANS 2024 …, 2024 - ieeexplore.ieee.org
This work presents an advanced fault detection strategy for Autonomous Underwater
Reconfigurable Vehicles (AURVs) leveraging Deep Learning techniques, specifically …

The Performance Evaluation of Static Obstacle Recognition by Underwater Pressure Characteristics for Underwater Spherical Robot

A Li, S Guo - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Underwater spherical robots are flexible and often perform tasks in narrow, dark and
complex environments. The artificial lateral line system inspired by the lateral line system of …

Exploring the Feasibility of Affordable Sonar Technology: Object Detection in Underwater Environments Using the Ping 360

MJ Hasan, S Kannan, A Rohan, MA Shah - arXiv preprint arXiv …, 2024 - arxiv.org
This study explores the potential of the Ping 360 sonar device, primarily used for navigation,
in detecting complex underwater obstacles. The key motivation behind this research is the …