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Small object detection in side-scan sonar images based on SOCA-YOLO and image restoration
Frontiers in Marine ScienceAlthough side-scan sonar can provide wide and high-resolution views of submarine terrain and objects, it suffers from severe interference due to complex environmental noise, variations in sonar configuration (such as frequency, beam pattern, etc.), and ...
Xiaodong Cui +4 more
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Seabed Sediment Imagery from Side-Scan Sonar
, 2021 The experimental data are derived from the Klein 3000 side-scan sonar system. It was collected from the Taiwan Strait between 2012 and 2015.
wang, Z
core +2 more sources
Remote Sensing, 2023 Side-scan sonar is designed and used for a variety of survey work, in both military and civilian fields. These systems provide acoustic imageries that play a significant role in a variety of marine and inland applications.
Artur Grządziel
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Side-scan Sonar Image De-noising Based on Bidimensional Empirical Mode Decomposition and Non-local Means [PDF]
E3S Web of Conferences, 2020 In order to suppress the multiplicative specular noise in side-scan sonar images, a denoising method combining bidimensional empirical mode decomposition and non-local means algorithm is proposed.
Zhao Kun +3 more
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Simulation of side-scan sonar [PDF]
The Journal of the Acoustical Society of America, 1986 Acoustic remote sensing is becoming widespread in oceanographic measurement programs. Acoustic systems for such measurements include seafloor subbottom profilers, inverted echo sounders, tomography systems, and side-scan sonars. Numerical simulation of such systems can provide valuable information for system design and for analysis of data from an ...
Aubrey L. Anderson, Shufa Dwan
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Technical Design and Data Analysis of Autonomous Underwater Vehicle-Based Side-Scan Sonar Operations
Journal of Marine Science and Engineering, 2023 In response to the absence of standardized work practices, work safety measures, efficient work procedures, and suitable line planning methods for exploring seabed topography using autonomous underwater vehicles (AUVs) equipped with side-scan sonar ...
Xinyang Zhao +6 more
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DP-ViT: A Dual-Path Vision Transformer for Real-Time Sonar Target Detection
Remote Sensing, 2022 Sonar image is the main way for underwater vehicles to obtain environmental information. The task of target detection in sonar images can distinguish multi-class targets in real time and accurately locate them, providing perception information for the ...
Yushan Sun +5 more
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DSA-SOLO: Double Split Attention SOLO for Side-Scan Sonar Target Segmentation
Applied Sciences, 2022 Side-scan sonar systems play an important role in tasks such as marine terrain exploration and underwater target identification. Target segmentation of side-scan sonar images is an effective method of underwater target detection.
Honghe Huang +4 more
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Seabed Detection Using Application Of Image Side Scan Sonar Instrument (Acoustic Signal)
JGEET: Journal of Geoscience, Engineering, Environment and Technology, 2017 The importance of knowing the method for seabed detection using side-scan sonar images with sonar instrument is a much-needed requirement right now. This kind of threat also requires frequent sonar surveys in such areas.
Muhammad Zainuddin Lubis +2 more
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Bottom Detection from Backscatter Data of Conventional Side Scan Sonars through 1D-UNet
Remote Sensing, 2021 As widely applicated in many underwater research fields, conventional side-scan sonars require the sonar height to be at the seabed for geocoding seabed images.
Jun Yan, Junxia Meng, Jianhu Zhao
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