Tag: UNet

Congratulations to UF’s graduating class of Spring 2021! The MLSL would like to recognize our very own undergraduate researcher, Hayden Menge!  It was a great pleasure having you in the Gatorsense lab. Some of Hayden’s milestones achievements in our lab was training UNet segmentation model on new plant root data. In addition to feature extraction […]

Abstract: Synthetic aperture sonar (SAS) intensity statistics are dependent upon the sensing geometry at the time of capture. Estimating bathymetry from acoustic surveys is challenging. While several methods have been proposed to estimate seabed relief via intensity, we develop the first large-scale study that relies on deep learning models. In this work, we pose bathymetric […]