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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Author Includes: Brendan J. Alvey (12)
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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]
MizSIM: A Headless Open-Source Simulation Framework for Training and Evaluating Artificial Intelligence
Andrii Soloviov, 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, Drones
[DOI] [paper]
2023+
Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery
Brendan Alvey, Derek Anderson, James Keller, Andrew Buck
Sensors 2023, 23(15), 6879
Sensors, Linguistic Summarization, Simulation, Drones
[DOI]
Simulated Gold-Standard for Quantitative Evaluation of Monocular Vision Algorithms
Jack Akers, Andrew Buck, Raub Camaioni, Derek T. Anderson, Robert H. Luke III, James M. Keller, Matthew Deardorff, Brendan Alvey
Proc. SPIE 12525, Geospatial Informatics XIII, 2023
SPIE, Drones, Simulation, Voxels
[DOI] [paper] [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+
Unreal Engine-Based Photorealistic Aerial Data Generation and Unit Testing of Artificial Intelligence Algorithms
Andrew Buck, Raub Camaioni, Brendan Alvey, Derek T. Anderson, James M. Keller, Robert H. Luke III, Grant Scott
Proc. SPIE 12099, Geospatial Informatics XII, 2022
SPIE, Drones, Simulation, MCDM, Voxels
[DOI] [paper] [slides] [video]
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]
Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research
Brendan Alvey, Derek T. Anderson, Andrew Buck, Matthew Deardorff, Grant Scott, Timothy Wilkin, James M. Keller
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
ICCVW, Drones, Simulation, Deep Learning, Code
[DOI] [paper] [video] [code]
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]