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Publications

Minimizing Protoform Redundancy to Enhance Linguistic Summaries in Object Detection
July, 2025
Minimizing Protoform Redundancy to Enhance Linguistic Summaries in Object Detection
Brendan Alvey, Derek Anderson, James Keller
2025 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Fusing color imagery with unstable AI-derived depth estimates for object detection
May 28, 2025
Fusing color imagery with unstable AI-derived depth estimates for object detection
Phillip Lei, Brendan Alvey, Logan Brenningmeyer, Thomas Asmar, Derek T. Anderson
SPIE Defense + Commercial Sensing, 2025
Manuscript
AugEvo: evolving augmentations to close the sim-to-real gap for AI
May 28, 2025
AugEvo: evolving augmentations to close the sim-to-real gap for AI
Logan Brenningmeyer, Peter Popescu, Phillip Lei, Brendan Alvey, Derek T. Anderson
SPIE Defense + Commercial Sensing, 2025
Manuscript
LLM-based TypeScript generation and asset management for procedural synthesis of scenes and data for AI
May 28, 2025
LLM-based TypeScript generation and asset management for procedural synthesis of scenes and data for AI
Jeffrey Kerley, Derek Anderson, Brendan Alvey
SPIE Defense + Commercial Sensing, 2025
Manuscript
Machine learning-based prescreener for subsurface object detection by GPR
May 28, 2025
Machine learning-based prescreener for subsurface object detection by GPR
Carson Pautz, Mitch Dickey, Brendan Alvey, Dominic K. C. Ho
SPIE Defense + Commercial Sensing, 2025
Manuscript
An investigation of dynamic models for tracking a GPR mounted drone for searching subsurface objects
May 28, 2025
An investigation of dynamic models for tracking a GPR mounted drone for searching subsurface objects
Dominic K. C. Ho, Mitch Dickey, Carson Pautz, Brendan Alvey
SPIE Defense + Commercial Sensing, 2025
Manuscript
Active Learning and Explainable AI for Multi-Objective Optimization of Spin Coated Polymers
April 2, 2025
Active Learning and Explainable AI for Multi-Objective Optimization of Spin Coated Polymers
Brendan Young, Brendan Alvey, Andreas Werbrouck, Will Murphy, James Keller, Mattias J. Young, Matthew Maschmann
AAAI Spring Symposium on AI for Engineering and Scientific Discoveries
Linguistic Comparisons of Black Box Models
Aug 5, 2024
Linguistic Comparisons of Black Box Models
Brendan J. Alvey, Derek T. Anderson, James M. Keller
2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Manuscript
Advancing Above Ground Explosive Hazard Detection: Simulated Dataset Generation for Low Altitude Aerial Drones
Nov 2024
Advancing Above Ground Explosive Hazard Detection: Simulated Dataset Generation for Low Altitude Aerial Drones
Military Sensing Symposium Parallel Conference 2024
Manuscript: Not available to the public.
Generating simulated data with a large language model
June 7, 2024
Generating simulated data with a large language model
Jeffrey Kerley, Derek T. Anderson, Brendan Alvey
SPIE Defense + Commercial Sensing 2024
Manuscript Presentation
MizSIM: a headless open-source simulation framework for training and evaluating artificial intelligence
June 7, 2024
MizSIM: a headless open-source simulation framework for training and evaluating artificial intelligence
Andrii Soloviov, Derek T. Anderson, Andrew R. Buck, Brendan Alvey
SPIE Defense + Commercial Sensing 2024
Manuscript Presentation
Geometrically Motivated Fuzzy Measures and Choquet Integral for Multi-Look Fusion
Nov 9, 2023 - Presented at Incheon, South Korea Aug 12-16
Geometrically Motivated Fuzzy Measures and Choquet Integral for Multi-Look Fusion
Brendan J. Alvey, Derek T. Anderson
2023 IEEE International Conference on Fuzzy Systems
Manuscript
Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery
Aug 3, 2023
Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery
Brendan Alvey, Derek Anderson, James Keller, Andrew Buck
MDPI Sensors 2023, Special Issue: "Deep Learning Methods for Aerial Imagery"
Manuscript
Simulated gold-standard for quantitative evaluation of monocular vision algorithms
June 15, 2023
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
SPIE Defense + Commercial Sensing 2023
Manuscript Presentation
How should simulated data be collected for AI/ML and unmanned aerial vehicles?
June 13, 2023
How should simulated data be collected for AI/ML and unmanned aerial vehicles?
Jeffrey Kerley, Derek T. Anderson, Brendan Alvey, Andrew Buck
SPIE Defense + Commercial Sensing 2023
Manuscript Presentation
Explainable AI via Linguistic Summarization of Black Box Computer Vision Models
June 6, 2023
Explainable AI via Linguistic Summarization of Black Box Computer Vision Models
Brendan J. Alvey, Derek T. Anderson, James M. Keller
IEEE Conference on Artificial Intelligence (IEEE CAI) 2023
Manuscript
Explosive hazard pre-screener based on simulated data with perfect annotation and imprecisely labeled real data
May 27, 2022
Explosive hazard pre-screener based on simulated data with perfect annotation and imprecisely labeled real data
Madeline Kovaleski, Aaron Fuller, Jeffrey Kerley, Brendan J. Alvey, Peter Popescu, Derek Anderson, Andrew Buck, James Keller, Grant Scott, Clare Yang, Ken E. Yasuda, Hollie A. Ryan
SPIE Defense + Commercial Sensing 2022
Manuscript Presentation
Procedurally generated simulated datasets for aerial explosive hazard detection
May 27, 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
SPIE Defense + Commercial Sensing 2022
Manuscript Presentation
Unreal engine-based photorealistic aerial data generation and unit testing of artificial intelligence algorithms
May 27, 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
SPIE Defense + Commercial Sensing 2022
Manuscript Presentation
Characterization of Deep Learning-Based Aerial Explosive Hazard Detection using Simulated Data
January 24, 2022
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
2021 IEEE Symposium Series on Computational Intelligence (SSCI)
Manuscript Presentation
Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research
November 24, 2021
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, James M. Keller
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
Manuscript Presentation
Metadata enabled contextual sensor fusion for unmanned aerial system-based explosive hazard detection
April 12, 2021
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
SPIE Defense + Commercial Sensing 2021
Manuscript
Effects of perturbed depth sensors in autonomous ground vehicles
April 12, 2021
Effects of perturbed depth sensors in autonomous ground vehicles
Anthony J. Pinar, Adam J. Webb, Jessica L. Brown, Timothy C. Havens, Brendan Alvey, Guilherme N. DeSouza, Derek T. Anderson, Stanton R. Price
SPIE Defense + Commercial Sensing 2021
Manuscript
Improving explosive hazard detection with simulated and augmented data for an unmanned aerial system
April 12, 2021
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
SPIE Defense + Commercial Sensing 2021
Manuscript Presentation
Sample spacing variations on the feature performance for subsurface object detection using handheld ground penetrating radar
April 30, 2018
Sample spacing variations on the feature performance for subsurface object detection using handheld ground penetrating radar
Brendan Alvey, Dominic K. C. Ho, Alina Zare
SPIE Defense + Commercial Sensing 2018
Manuscript
Aggregation of Choquet integrals in GPR and EMI for handheld platform-based explosive hazard detection
May 3, 2017
Aggregation of Choquet integrals in GPR and EMI for handheld platform-based explosive hazard detection
Ryan E. Smith, Derek T. Anderson, John E. Ball, Alina Zare, Brendan Alvey
SPIE Defense + Commercial Sensing 2017
Manuscript
LBP features for hand-held ground penetrating radar
May 3, 2017
LBP features for hand-held ground penetrating radar
Samuel Harris, Brendan Alvey, Dominic K. C. Ho, Alina Zare
SPIE Defense + Commercial Sensing 2017
Manuscript
Fourier Features for Explosive Hazard Detection using a Wideband Electromagnetic Induction Sensor
May 3, 2017
Fourier Features for Explosive Hazard Detection using a Wideband Electromagnetic Induction Sensor
Brendan Alvey, Dominic K. C. Ho, Alina Zare
SPIE Defense + Commercial Sensing 2017
Manuscript
Adaptive Coherence Estimator (ACE) for Explosive Hazard Detection using Wideband Electromagnetic Induction (WEMI)
May 3, 2016
Adaptive Coherence Estimator (ACE) for Explosive Hazard Detection using Wideband Electromagnetic Induction (WEMI)
Brendan Alvey, Alina Zare, Matthew Cook, Dominic K. C. Ho
SPIE Defense + Commercial Sensing 2016
Manuscript
Multiple instance dictionary learning for subsurface object detection using handheld EMI
May 14, 2015
Multiple instance dictionary learning for subsurface object detection using handheld EMI
Alina Zare, Matthew Cook, Brendan Alvey, Dominic K. Ho
SPIE Defense + Commercial Sensing 2015
Manuscript