A review on deep learning-based approaches for automatic sonar target recognition

D Neupane, J Seok - Electronics, 2020 - mdpi.com
Underwater acoustics has been implemented mostly in the field of sound navigation and
ranging (SONAR) procedures for submarine communication, the examination of maritime …

Underwater targets classification using local wavelet acoustic pattern and Multi-Layer Perceptron neural network optimized by modified Whale Optimization Algorithm

W Qiao, M Khishe, S Ravakhah - Ocean Engineering, 2021 - Elsevier
Considering heterogeneities and difficulties in the classification of underwater passive
targets, this paper proposes the use of Local Wavelet Acoustic Pattern (LWAP) and Multi …

Deep learning algorithms for sonar imagery analysis and its application in aquaculture: A review

Y Chai, H Yu, L Xu, D Li, Y Chen - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
With the rapid development of underwater sensor techniques, using acoustic techniques to
obtain and analyze underwater images is an effective approach due to the superior nature of …

[HTML][HTML] Automatic recognition of sonar targets using feature selection in micro-Doppler signature

A Saffari, S Zahiri, M Khishe - Defence Technology, 2023 - Elsevier
Currently, the use of intelligent systems for the automatic recognition of targets in the fields of
defence and military has increased significantly. The primary advantage of these systems is …

Classification of surface vehicle propeller cavitation noise using spectrogram processing in combination with convolution neural network

NH Bach, LH Vu, VD Nguyen - Sensors, 2021 - mdpi.com
This paper proposes a method to enhance the quality of detecting and classifying surface
vehicle propeller cavitation noise (VPCN) in shallow water by using the improved Detection …

Underwater Object Detection based on YOLO-v3 network

Y Wang, J Liu, S Yu, K Wang, Z Han… - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
Recently, side scan sonar (SSS) is increasingly applied to underwater search, which can
display the microgeomorphic morphology and distribution, and obtain a continuous two …

Underwater broadband source detection using an acoustic vector sensor with an adaptive passive matched filter

L Ma, TA Gulliver, A Zhao, C Ge, X Bi - Applied acoustics, 2019 - Elsevier
This paper considers passive broadband underwater source detection which is more
practical but also more challenging than narrowband detection. Typically, broadband source …

Passive detection of ship-radiated acoustic signal using coherent integration of cross-power spectrum with doppler and time delay compensations

W Guo, S Piao, J Guo, Y Lei, K Iqbal - Sensors, 2020 - mdpi.com
Passive sonar is widely used for target detection, identification and classification based on
the target radiated acoustic signal. Under the influence of Doppler, generated by relative …

Digital signal processing for hydroacoustic system in biomimetic underwater vehicle

P Piskur, M Gasiorowski - NAŠE MORE: znanstveni časopis za more i …, 2020 - hrcak.srce.hr
Sažetak Signal processing in hydroacoustic system will be presented in this paper. The
research results, depicted in this article, were achieved during realization one of the stages …

Multi-level feature enhancement network for object detection in sonar images

X Zhou, Z Zhou, M Wang, B Ning, Y Wang… - Journal of Visual …, 2024 - Elsevier
The unstable geometric features affect the accuracy of object detection in sonar images. We
thus propose a novel multi-level feature enhancement network to enhance useful features …