Andrew R. Buck, Ph.D.

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Author Includes: Jeffrey Kerley

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

2023+

Ignorance Is Bliss: Flawed Assumptions in Simulated Ground Truth

Andrew R. Buck, Derek T. Anderson, Joshua Fraser, Jeffrey Kerley, Kannappan Palaniappan

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

SPIE, Depth Estimation, Simulation

[DOI] [paper] [slides] [video]

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]