Segmentation

Automated River Substrate Mapping From Sonar Imagery With Machine Learning
Knowledge of the variation and distribution of substrates at large spatial extents in aquatic systems, particularly rivers, is severely …
Cameron S. Bodine, Daniel Buscombe, Toby D. Hocking
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Automated River Substrate Mapping From Sonar Imagery With Machine Learning
Automated Mapping of Gulf Sturgeon Spawning Habitat in Coastal Plain Rivers
Public presentation given for Ph.D. Dissertation Defense
Mar 29, 2024 Northern Arizona University
Cameron S. Bodine
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Automated Mapping of Gulf Sturgeon Spawning Habitat in Coastal Plain Rivers
Sidescan Sonar Substrate, Depth, and Shadow Image-Label-Pairs (v1.0.0) [Data set]
This is a dataset that supplements a forthcoming manuscript on automated substrate mapping.
Cameron S. Bodine
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Sidescan Sonar Substrate, Depth, and Shadow Models for PINGMapper v2.0.0 (v1.0.2) [Model]
These are the deep learning segmentation models that supplement a forthcoming manuscript on automated substrate mapping.
Cameron S. Bodine, Daniel Buscombe
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Human‐in‐the‐Loop Segmentation of Earth Surface Imagery
Segmentation, or the classification of pixels (grid cells) in imagery, is ubiquitously applied in the natural sciences. Manual methods …
D. Buscombe, E. B. Goldstein, C. R. Sherwood, C. S. Bodine, J. A. Brown, J. Favela, S. Fitzpatrick, C. J. Kranenburg, J. R. Over, A. C. Ritchie, J. A. Warrick, P. Wernette
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Human‐in‐the‐Loop Segmentation of Earth Surface Imagery