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HoloOcean: Realistic Sonar Simulation

IEEE/RJS International Conference on Intelligent RObots and Systems, 2022
Sonar sensors play an integral part in underwater robotic perception by providing imagery at long distances where standard optical cameras cannot. They have proven to be an important part in various robotic algorithms including localization, mapping, and
Easton R. Potokar   +6 more
semanticscholar   +1 more source

Side-Scan Sonar Image Segmentation Based on Multi-Channel Fusion Convolution Neural Networks

IEEE Sensors Journal, 2022
Side-scan sonar is an important application in the field of ocean exploration. Accurate segmentation of target regions in side-scan sonar images is a challenging issue due to the low-resolution and strong noise interference.
Zhen Wang   +3 more
semanticscholar   +1 more source

Design of Forward-Looking Sonar System for Real-Time Image Segmentation With Light Multiscale Attention Net

IEEE Transactions on Instrumentation and Measurement
Forward-looking sonar is a commonly used underwater detection device. However, due to the complex underwater environment, small target areas, and blurred features, the detection accuracy is poor and not conducive to quickly finding the desired targets ...
Dongdong Zhao   +6 more
semanticscholar   +1 more source

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

Measurement science and technology
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, seafloor penetrating sonar and forward-looking sonar.
Bo Shi   +4 more
semanticscholar   +1 more source

Underwater Sonar Target Detection Based on Improved ScEMA-YOLOv8

IEEE Geoscience and Remote Sensing Letters
Underwater target detection is mainly achieved through two methods: optical imaging and sonar scanning. Compared to optical imaging, sonar target detection has the characteristics of strong penetration and long scanning distance, which makes it more ...
Linhan Zheng, Tao Hu, Jin Zhu
semanticscholar   +1 more source

Dual Spatial Attention Network for Underwater Object Detection With Sonar Imagery

IEEE Sensors Journal
Underwater object detection with sonar imagery has gained significant attention in the object detection community. However, sonar images have less visual information than optical images, so the detailed features between the object and the background are ...
Zikang Li   +4 more
semanticscholar   +1 more source

A Local Region-Based Level Set Method With Markov Random Field for Side-Scan Sonar Image Multi-Level Segmentation

IEEE Sensors Journal, 2021
Side-scan sonar is widely utilized in the field of underwater exploration. Accurate segmentation of the side-scan sonar images is an essential part of sonar image processing.
Junwei Li, Peng Jiang, He Zhu
semanticscholar   +1 more source

Sonar Image Generation by MFA-CycleGAN for Boosting Underwater Object Detection of AUVs

IEEE Journal of Oceanic Engineering
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 hard to generate diverse data using traditional generative models when ...
Jianqun Zhou   +5 more
semanticscholar   +1 more source

SONAR

Proceedings of the 12th International Conference on Availability, Reliability and Security, 2017
Everyday, security experts face a growing number of security events that affecting people well-being, their information systems and sometimes the critical infrastructure. The sooner they can detect and understand these threats, the more they can mitigate and forensically investigate them.
Quentin Le Sceller   +3 more
openaire   +1 more source

Research of new concept sonar-cognitive sonar

Journal of Marine Science and Application, 2011
The performance of a sonar system is closely related to the marine environment and the target characteristics. When dealing with the echoes of a traditional active sonar system, the sonar designers often do not take into account the influence of the environmental information and prior knowledge perceived by sonar receivers, making it difficult to ...
Xiaohua Li   +3 more
openaire   +1 more source

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