synthetic aperture sonar
PulseAugur coverage of synthetic aperture sonar — every cluster mentioning synthetic aperture sonar across labs, papers, and developer communities, ranked by signal.
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Deep Neural Networks Compared for Synthetic Aperture Sonar Target Recognition
Researchers have investigated the effectiveness of large deep neural networks, specifically comparing convolutional neural networks (CNNs) and transformer-based architectures, for automatic target recognition (ATR) in s…
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New dataset SCTD 3.0 aims to advance underwater target detection
Researchers have introduced SCTD 3.0, a large-scale dataset designed to improve the detection of underwater targets using Synthetic Aperture Sonar (SAS). This dataset features over 10,000 real SAS image snippets across …
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Research compares data augmentation for sonar-based deep learning
A new research paper explores data augmentation techniques for training deep neural networks (DNNs) on Synthetic Aperture Sonar (SAS) data. The study addresses the challenge of limited labeled SAS data by comparing vari…