[HTML][HTML] Underwater robot sensing technology: A survey

Y Cong, C Gu, T Zhang, Y Gao - Fundamental Research, 2021 - Elsevier
Underwater robot technologies are crucial for marine resource exploration and autonomous
manipulation, and many breakthroughs have been achieved with key indicators (eg, dive …

Physical layer security for beyond 5G/6G networks: Emerging technologies and future directions

F Irram, M Ali, M Naeem, S Mumtaz - Journal of Network and Computer …, 2022 - Elsevier
Physical layer security (PLS) has proven to be a potential solution for enhancing the security
performance of future 5G networks, which promises to fulfill the demands of increasing user …

[HTML][HTML] Survey on deep learning based computer vision for sonar imagery

Y Steiniger, D Kraus, T Meisen - Engineering Applications of Artificial …, 2022 - Elsevier
Research on the automatic analysis of sonar images has focused on classical, ie non deep
learning based, approaches for a long time. Over the past 15 years, however, the application …

Real-time underwater target detection for AUV using side scan sonar images based on deep learning

L Li, Y Li, C Yue, G Xu, H Wang, X Feng - Applied Ocean Research, 2023 - Elsevier
To overcome the shortcomings of traditional methods for underwater target detection in
sonar images, a novel target detection algorithm based on deep learning is proposed for the …

[HTML][HTML] A survey of underwater acoustic data classification methods using deep learning for shoreline surveillance

LCF Domingos, PE Santos, PSM Skelton… - Sensors, 2022 - mdpi.com
This paper presents a comprehensive overview of current deep-learning methods for
automatic object classification of underwater sonar data for shoreline surveillance …

MLFFNet: Multilevel feature fusion network for object detection in sonar images

Z Wang, J Guo, L Zeng, C Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sonar image object detection is essential in underwater rescue and resource exploration.
Although many convolution neural network (CNN)-based object detection algorithms have …

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] A review of underwater mine detection and classification in sonar imagery

S Hożyń - Electronics, 2021 - mdpi.com
Underwater mines pose extreme danger for ships and submarines. Therefore, navies
around the world use mine countermeasure (MCM) units to protect against them. One of the …

[HTML][HTML] Sea mine detection framework using YOLO, SSD and EfficientDet deep learning models

D Munteanu, D Moina, CG Zamfir, ȘM Petrea… - Sensors, 2022 - mdpi.com
In the context of new geopolitical tensions due to the current armed conflicts, safety in terms
of navigation has been threatened due to the large number of sea mines placed, in …

A survey of seafloor characterization and map** techniques

G Loureiro, A Dias, J Almeida, A Martins, S Hong… - Remote Sensing, 2024 - mdpi.com
The deep seabed is composed of heterogeneous ecosystems, containing diverse habitats
for marine life. Consequently, understanding the geological and ecological characteristics of …