Adam Collins

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Globally Optimal

Convolutional Neural Network

High Resolution

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)
Smitha Gopinath, Hassan L. Hijazi, Adam Collins, Julian Dann Nathan Lemons, Emily Schultz-Fellenz, Russell Bent, Amira Hijazi, Gert Riemersma
Globally Optimal Boresight Alignment of UAV-LiDAR Systems. CoRR (2022)
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)
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)