First in situ estimates of acoustic target strength of Antarctic toothfish (Dissostichus mawsoni)
Sign Up to like & getrecommendations! Published in 2018 at "Fisheries Research"
DOI: 10.1016/j.fishres.2018.05.008
Abstract: Abstract Antarctic toothfish (Dissostichus mawsoni) is a large nototheniid endemic in Antarctic waters. They are a top predator, and an important commercially fished species with a circumpolar distribution mostly south of the Antarctic convergence. Fisheries… read more here.
Keywords: situ estimates; toothfish dissostichus; dissostichus mawsoni; antarctic toothfish ... See more keywords
Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3029584
Abstract: In oceanic remote sensing operations, underwater acoustic target recognition is always a difficult and extremely important task of sonar systems, especially in the condition of complex sound wave propagation characteristics. The expensively learning recognition model… read more here.
Keywords: neural network; network; classification; underwater acoustic ... See more keywords
An Underwater Acoustic Target Recognition Method Based on AMNet
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3235659
Abstract: Underwater acoustic target recognition (UATR) is an important supporting technology for underwater information acquisition and countermeasure. Usually, ship radiated noise is covered by the underwater acoustic background and previous deep learning methods for this task… read more here.
Keywords: target recognition; network; underwater acoustic; acoustic target ... See more keywords
Bidirectional Denoising Autoencoders-Based Robust Representation Learning for Underwater Acoustic Target Signal Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3210979
Abstract: The marine environmental noise formed by wind noise, rain noise, biological noise, sea surface waves, seismic disturbances, and so on is a kind of interference background field in underwater acoustic channels, which brings adverse effects… read more here.
Keywords: target signal; signal denoising; underwater acoustic; acoustic target ... See more keywords
Underwater acoustic target recognition method based on a joint neural network
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0266425
Abstract: To improve the recognition accuracy of underwater acoustic targets by artificial neural network, this study presents a new recognition method that integrates a one-dimensional convolutional neural network and a long short-term memory network. This new… read more here.
Keywords: recognition; neural network; network; underwater acoustic ... See more keywords