side-scan sonar
PulseAugur coverage of side-scan sonar — every cluster mentioning side-scan sonar across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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AI framework maps seagrass habitats using sonar imagery with weak supervision
Researchers have developed a weakly supervised semantic segmentation framework to map seagrass habitats using side-scan sonar imagery. This method learns pixel-level maps from image-level labels alone, employing a Visio…
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New framework aligns underwater optical and acoustic sonar maps
Researchers have developed a new framework to improve underwater mapping by co-registering optical and acoustic imagery. This method uses Structure-from-Motion (SfM) to create a 3D seafloor mesh, which acts as a geometr…
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New opti-acoustic dataset launched for marine habitat mapping
Researchers have introduced BenthiCat, a novel opti-acoustic dataset designed to advance machine learning for benthic classification and marine habitat mapping. The dataset includes approximately one million side-scan s…