Benthic habitat map**: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques

CJ Brown, SJ Smith, P Lawton, JT Anderson - Estuarine, Coastal and Shelf …, 2011 - Elsevier
This review examines the various strategies and methods used to produce benthic habitat
maps using acoustic remote sensing techniques, coupled with in situ sampling. The …

AUV-based side-scan sonar real-time method for underwater-target detection

Y Tang, L Wang, S **, J Zhao, C Huang… - Journal of Marine Science …, 2023 - mdpi.com
The limitations of underwater acoustic communications mean that the side-scan sonar data
of an autonomous underwater vehicle (AUV) cannot be transmitted back and processed in …

Seg2Sonar: A full-class sample synthesis method applied to underwater sonar image target detection, recognition, and segmentation tasks

C Huang, J Zhao, H Zhang, Y Yu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
To overcome the challenges of limited samples, difficult acquisition, under-representation,
and labeling in utilizing sonar images and deep learning (DL) for target detection …

Deep learning feature extraction for target recognition and classification in underwater sonar images

P Zhu, J Isaacs, B Fu, S Ferrari - 2017 IEEE 56th annual …, 2017 - ieeexplore.ieee.org
This paper presents an automatic target recognition (ATR) approach for sonar onboard
unmanned underwater vehicles (UUVs). In this approach, target features are extracted by a …

Transfer learning and few-shot learning based deep neural network models for underwater sonar image classification with a few samples

TT Chungath, AM Nambiar… - IEEE Journal of Oceanic …, 2023 - ieeexplore.ieee.org
Acoustic imaging sonar systems are widely used for long-range underwater surveillance in
various civilian and military applications. They provide 2-D images of underwater objects …

An airborne sonar system for underwater remote sensing and imaging

A Fitzpatrick, A Singhvi, A Arbabian - IEEE Access, 2020 - ieeexplore.ieee.org
High-resolution imaging and map** of the ocean and its floor has been limited to less than
5% of the global waters due to technological barriers. Whereas sonar is the primary …

An introduction to synthetic aperture sonar

D Marx, M Nelson, E Chang, W Gillespie… - Proceedings of the …, 2000 - ieeexplore.ieee.org
DTI has demonstrated that synthetic aperture sonar (SAS) can provide orders of magnitude
improvement in cross-range resolution when compared to conventional sonar beamforming …

Comprehensive sample augmentation by fully considering SSS imaging mechanism and environment for shipwreck detection under zero real samples

C Huang, J Zhao, Y Yu, H Zhang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To solve the shortage of training samples when using deep learning to detect shipwrecks, a
comprehensive sample augmentation method is proposed. The method fully considers the …

Airborne laser bathymetry–detecting and recording submerged archaeological sites from the air

M Doneus, N Doneus, C Briese, M Pregesbauer… - Journal of …, 2013 - Elsevier
A new generation of airborne bathymetric laser scanners utilises short green laser pulses for
high resolution hydrographic surveying in very shallow waters. The paper investigates its …