Andrew R. Buck, Ph.D.

2024+

Generating Simulated Data with a Large Language Model

Jeffrey Kerley, Derek T. Anderson, Andrew R. Buck, Brendan Alvey

Proc. SPIE 13035, Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications II, 2024

SPIE, Simulation, EH Detection

[DOI] [paper]

2023+

How Should Simulated Data Be Collected for AI/ML and Unmanned Aerial Vehicles?

Jeffrey Kerley, Derek T. Anderson, Brendan Alvey, Andrew Buck

Proc. SPIE 12529, Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications, 2023

SPIE, Simulation, EH Detection, Drones

[DOI] [paper] [video]

2022+

Procedurally Generated Simulated Datasets for Aerial Explosive Hazard Detection

Jeffrey Kerley, Aaron Fuller, Madeline Kovaleski, Peter Popescu, Brendan Alvey, Derek T. Anderson, Andrew Buck, James M. Keller, Grant Scott, Clare Yang, Ken E. Yasuda, Hollie A. Ryan

Proc. SPIE 12116, Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing XXIII, 2022

SPIE, EH Detection, Simulation

[DOI] [paper] [video]

Explosive Hazard Pre-Screener Based on Simulated Data with Perfect Annotation and Imprecisely Labeled Real Data

Madeline Kovaleski, Aaron Fuller, Jeffrey Kerley, Brendan Alvey, Peter Popescu, Derek T. Anderson, Andrew Buck, James M. Keller, Grant Scott, Clare Yang, Ken E. Yasuda, Hollie A. Ryan

Proc. SPIE 12116, Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing XXIII, 2022

SPIE, EH Detection, Simulation

[DOI] [paper] [video]

2021+

Characterization of Deep Learning-Based Aerial Explosive Hazard Detection using Simulated Data

Brendan J. Alvey, Derek T. Anderson, Clare Yang, Andrew Buck, James M. Keller, Ken E. Yasuda, Hollie A. Ryan

2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021

SSCI, Drones, EH Detection, Simulation, Deep Learning

[DOI] [video]

Metadata Enabled Contextual Sensor Fusion for Unmanned Aerial System-Based Explosive Hazard Detection

Matthew Deardorff, Brendan Alvey, Derek T. Anderson, James M. Keller, Grant Scott, Dominic Ho, Andrew Buck, Clare Yang, Brad Libbey

Proc. SPIE 11750, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXVI, 2021

SPIE, EH Detection, Drones, Fuzzy Integral

[DOI] [paper] [video]

Improving Explosive Hazard Detection with Simulated and Augmented Data for an Unmanned Aerial System

Brendan Alvey, Derek T. Anderson, James M. Keller, Andrew Buck, Grant Scott, Dominic Ho, Clare Yang, Brad Libbey

Proc SPIE 11750, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXVI, 2021

SPIE, Drones, EH Detection, Simulation

[DOI] [paper] [video]

2018+

Analyzing Three-Dimensional Radar Voxel Data Using the Discrete Fourier Transform for SAEH Detection

P. Plodpradista, D. K. C. Ho, J. M. Keller, M. Popescu, A. Buck

Proc. SPIE 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII, 2018

SPIE, EH Detection, Voxels

[DOI] [paper]

2017+

Target Detection in High-Resolution 3D Radar Imagery

A. Buck, J. M. Keller, M. Popescu, D. Sheen, R. H. Luke

Proc. SPIE 10182, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXII, 2017

SPIE, EH Detection, Voxels, Code

[DOI] [paper] [slides]

2016+

Improving the Detection of Explosive Hazards with LIDAR-Based Ground Plane Estimation

A. Buck, J. M. Keller, M. Popescu

Proc. SPIE 9823, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI, 2016

SPIE, EH Detection

[DOI] [paper] [slides]