Ms. Samantha J. Butler Profile

Samantha J. Butler

at US Army Engineer Research and Development Ctr

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Author

Publications (7)

Proceedings Article | 7 June 2024 Presentation + Paper

Gravitational-inspired wayfinding for drone swarms: a conceptual path planning method

Samantha Carley, Stanton Price, Samantha Butler, Haley Honigfort

Proceedings Volume 13055, 130550E (2024) https://doi.org/10.1117/12.3013947

KEYWORDS: Atmospheric modeling, Unmanned aerial vehicles, Evolutionary algorithms, Orbital dynamics, Solar system

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Proceedings Article | 7 June 2024 Poster + Paper

Investigation into deep learning methods for in-the-wild applications

Haley Land, Stanton Price, Samantha Carley, Samantha Butler, Steven Price

Proceedings Volume 13052, 130520K (2024) https://doi.org/10.1117/12.3021631

KEYWORDS: Object detection, Deep learning, Unmanned vehicles

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Proceedings Article | 7 June 2024 Poster + Paper

Evaluation of hyperspectral data for deep learning model performance

Samantha Butler, Stanton Price, Samantha Carley, Haley Land, Steven Price

Proceedings Volume 13031, 130310R (2024) https://doi.org/10.1117/12.3014030

KEYWORDS: Data modeling, Short wave infrared radiation, Image classification, Education and training, Hyperspectral imaging, Machine learning, Performance modeling, Deep learning, Image sensors, Sensors

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Proceedings Article | 14 June 2023 Presentation + Paper

Initial investigation of UAV swarm behaviors in a search-and-rescue scenario using reinforcement learning

Samantha Carley, Stanton Price, Xian Mae Hadia, Steven Price, Samantha Butler

Proceedings Volume 12549, 125490F (2023) https://doi.org/10.1117/12.2663629

KEYWORDS: Machine learning, Unmanned aerial vehicles, Simulations, Deep learning, Artificial neural networks, Collision avoidance

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Proceedings Article | 12 June 2023 Poster + Paper

Exploring new strategies for comparing deep-learning models

Samantha Butler, Stanton Price, Xian Mae Hadia, Steven Price, Samantha Carley

Proceedings Volume 12538, 125381K (2023) https://doi.org/10.1117/12.2663401

KEYWORDS: Education and training, Convolution, Data modeling, Deep learning, Performance modeling, Object detection, Neural networks, Visual process modeling, Genetic algorithms, Army

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Proceedings Article | 12 April 2021 Presentation + Paper

Investigation of band selection techniques to enable classification of hyperspectral imagery at the edge

Samantha Butler, Stanton Price, Ali Gurbuz, Stephanie Price, Joshua Fairley

Proceedings Volume 11736, 117360L (2021) https://doi.org/10.1117/12.2585591

KEYWORDS: Hyperspectral imaging, Image classification, Image processing, Agriculture, Spectral data processing, Natural disasters, Instrument modeling, Fuzzy logic, Defense and security, Artificial intelligence

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Proceedings Article | 19 May 2020 Paper

Investigation of search strategies to identify optimized and efficient templates for automatic target recognition in remotely sensed imagery

Samantha Carley, Stanton Price, Samantha Tidrick, Steven Price

Proceedings Volume 11394, 1139405 (2020) https://doi.org/10.1117/12.2556816

KEYWORDS: Particle swarm optimization, Detection and tracking algorithms, Genetic algorithms, Machine learning, Visualization, Automatic target recognition, Machine vision

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Showing 5 of 7 publications

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