Katherine L. Brodie

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Top Venues

IEEE Trans. Geosci. Remote. Sens.

AAAI Spring Symposium: MLPS

Publications

Adam Collins, Annika O'Dea, Katherine L. Brodie, Andrew Spicer Bak, Tyler J. Hesser, Nicholas J. Spore, Matthew W. Farthing
Automated Extraction of a Depth-Defined Wave Runup Time Series From Lidar Data Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Maile P. McCann, Dylan Anderson, Christopher R. Sherwood, Brittany L. Bruder, Andrew Spicer Bak, Katherine L. Brodie
CoastalImageLib: An open- source Python package for creating common coastal image products. SoftwareX 20 (2022)
Rafael Almar, Erwin W. J. Bergsma, Katherine L. Brodie, Andrew Spicer Bak, Stephanie Artigues, Solange Lemai-Chenevier, Guillaume Cesbron, Jean-Marc Delvit
Coastal Topo-Bathymetry from a Single-Pass Satellite Video: Insights in Space-Videos for Coastal Monitoring at Duck Beach (NC, USA). Remote. Sens. 14 (7) (2022)
Margaret L. Palmsten, Katherine L. Brodie
The Coastal Imaging Research Network (CIRN). Remote. Sens. 14 (3) (2022)
Dylan Anderson, Andrew Spicer Bak, Katherine L. Brodie, Nicholas Cohn, Robert A. Holman, John Stanley
Quantifying Optically Derived Two-Dimensional Wave-Averaged Currents in the Surf Zone. Remote. Sens. 13 (4) (2021)
Adam Collins, Matthew P. Geheran, Tyler J. Hesser, Andrew Spicer Bak, Katherine L. Brodie, Matthew W. Farthing
Development of a Fully Convolutional Neural Network to Derive Surf-Zone Bathymetry from Close-Range Imagery of Waves in Duck, NC. Remote. Sens. 13 (23) (2021)
Adam Collins, Katherine L. Brodie, Spicer Bak, Tyler J. Hesser, Matthew W. Farthing, Jonghyun Lee, Joseph W. Long
Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning. Remote. Sens. 12 (20) (2020)
Brittany L. Bruder, Katherine L. Brodie
CIRN Quantitative Coastal Imaging Toolbox. SoftwareX 12 (2020)
Adam Collins, Katherine L. Brodie, Spicer Bak, Tyler J. Hesser, Matthew W. Farthing, Douglas W. Gamble, Joseph W. Long
A 2D Fully Convolutional Neural Network for Nearshore And Surf-Zone Bathymetry Inversion from Synthetic Imagery of Surf-Zone using the Model Celeris. AAAI Spring Symposium: MLPS (2020)
Craig Rodarmel, Mark P. Lee, Katherine L. Brodie, Nicholas J. Spore, Brittany L. Bruder
Rigorous Error Modeling for sUAS Acquired Image-Derived Point Clouds. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Katherine L. Brodie, Brittany L. Bruder, Richard K. Slocum, Nicholas J. Spore
Simultaneous Mapping of Coastal Topography and Bathymetry From a Lightweight Multicamera UAS. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Robert A. Holman, Katherine L. Brodie, Nicholas J. Spore
Surf Zone Characterization Using a Small Quadcopter: Technical Issues and Procedures. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)