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
Code Project Video
Automated Mapping of Gulf Sturgeon Spawning Habitat in Coastal Plain Rivers
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
Cite Project DOI
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
PDF Cite Code Dataset Project DOI URL
Human‐in‐the‐Loop Segmentation of Earth Surface Imagery