Article-Journal

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
PING‐Mapper: Open‐Source Software for Automated Benthic Imaging and Mapping Using Recreation‐Grade Sonar
The characterization of benthic habitats is essential for aquatic ecosystem science and management, but is frequently limited by …
Cameron S. Bodine, Daniel Buscombe, Rebecca J. Best, Jennlyn A. Redner, Adam J. Kaeser
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PING‐Mapper: Open‐Source Software for Automated Benthic Imaging and Mapping Using Recreation‐Grade Sonar
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