All (60)
Paper (52)
Journal Paper (3)
Conference Paper (43)
Poster (7)
Code (8)
Demo (4)
Dataset (1)
Course Work (3)
Best Paper (2)
Best Student Paper (1)
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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]