Mr. George Steven Goley Profile

George Steven Goley

Research Engineer at Etegent Technologies Ltd

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Author

Publications (15)

Proceedings Article | 27 April 2020 Presentation

Advances in regression analysis for performance modeling of machine learning systems (Conference Presentation)

George Steven Goley, Brian Thelen, Ismael Xique, Adam Nolan

Proceedings Volume 11393, 113930U (2020) https://doi.org/10.1117/12.2562153

KEYWORDS: Performance modeling, Machine learning

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Proceedings Article | 6 September 2019 Presentation + Paper

Unsupervised feature learning in remote sensing

Aaron Reite, Scott Kangas, Zackery Steck, Steven Goley, Jonathan Von Stroh, Steven Forsyth

Proceedings Volume 11139, 111390H (2019) https://doi.org/10.1117/12.2529791

KEYWORDS: Data modeling, Machine learning, Remote sensing, Machine vision, Computer vision technology, Image retrieval, Image classification, Error analysis

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Proceedings Article | 14 May 2019 Presentation + Paper

Articulation study for SAR ATR baseline algorithm

Christopher Paulson, Adam Nolan, Steve Goley, Stephen Nehrbass, Edmund Zelnio

Proceedings Volume 10987, 109870L (2019) https://doi.org/10.1117/12.2523577

KEYWORDS: Detection and tracking algorithms, Data modeling, Synthetic aperture radar, Automatic target recognition, Sensors, Image processing, Algorithm development, Image resolution, Target recognition, Databases

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Proceedings Article | 14 May 2019 Presentation + Paper

On generalization of deep learning recognizers in overhead imagery

G. Steven Goley, Brayden Osborne, Scott Kangas, Adam Nolan

Proceedings Volume 10988, 109880K (2019) https://doi.org/10.1117/12.2519064

KEYWORDS: Data modeling, Statistical modeling, Machine learning, Intelligence systems, Performance modeling, Convolutional neural networks, Remote sensing

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Proceedings Article | 14 May 2019 Presentation + Paper

A performance modeling framework for large scale synthetically derived performance estimates

G. Steven Goley, Brian Thelen, Ismael Xique, Adam Nolan

Proceedings Volume 10987, 109870K (2019) https://doi.org/10.1117/12.2523455

KEYWORDS: Performance modeling, Data modeling, Sensors, Detection and tracking algorithms, Algorithm development, Radar, Mathematical modeling, Automatic target recognition, Statistical modeling

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Proceedings Article | 28 April 2017 Presentation + Paper

A novel latent gaussian copula framework for modeling spatial correlation in quantized SAR imagery with applications to ATR

Brian Thelen, Ismael Xique, Joseph Burns, G. Steven Goley, Adam Nolan, Jonathan Benson

Proceedings Volume 10201, 102010G (2017) https://doi.org/10.1117/12.2267833

KEYWORDS: Synthetic aperture radar, Data modeling, Composites, Statistical modeling, Statistical analysis, Remote sensing, Algorithm development, Matrices, Sensors, Performance modeling

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Proceedings Article | 28 April 2017 Presentation + Paper

Divergences and estimating tight bounds on Bayes error with applications to multivariate Gaussian copula and latent Gaussian copula

Brian Thelen, Ismael Xique, Joseph Burns, G. Steven Goley, Adam Nolan, Jonathan Benson

Proceedings Volume 10201, 102010N (2017) https://doi.org/10.1117/12.2267834

KEYWORDS: Error analysis, Information theory, Monte Carlo methods, Data modeling, Statistical analysis, Analytical research, Matrices, Imaging systems, Computer simulations, Systems modeling, Radar

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Proceedings Article | 21 May 2015 Paper

Effects of fundamental frequency normalization on vibration-based vehicle classification

Ashley Smith, Steve Goley, Karmon Vongsy, Arnab Shaw, Matthew Dierking

Proceedings Volume 9474, 94741A (2015) https://doi.org/10.1117/12.2180636

KEYWORDS: Source mask optimization, Matrices, Signal processing, Statistical analysis, Feature extraction, Sensors, MATLAB, Feature selection, Vibrometry, Structural analysis

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Proceedings Article | 20 May 2015 Paper

Remote vibrometry vehicle classification

Ashley Smith, Steve Goley, Karmon Vongsy, Arnab Shaw, Matthew Dierking

Proceedings Volume 9464, 94640S (2015) https://doi.org/10.1117/12.2180633

KEYWORDS: Sensors, Signal processing, Vibrometry, Source mask optimization, Matrices, Feature selection, Analytical research, MATLAB, Feature extraction, Statistical analysis

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Proceedings Article | 13 June 2014 Paper

Geometric saliency to characterize radar exploitation performance

Adam Nolan, Brad Keserich, Andrew Lingg, Steve Goley

Proceedings Volume 9093, 90930D (2014) https://doi.org/10.1117/12.2058254

KEYWORDS: Computer aided design, Electroluminescence, Scattering, Solid modeling, Synthetic aperture radar, Radar, Sensors, Visibility, Expectation maximization algorithms, Computer simulations

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Proceedings Article | 10 June 2014 Paper

Laser vibrometry exploitation for vehicle identification

Adam Nolan, Andrew Lingg, Steve Goley, Kevin Sigmund, Scott Kangas

Proceedings Volume 9079, 90790Q (2014) https://doi.org/10.1117/12.2053515

KEYWORDS: Data modeling, Sensors, Vibrometry, Algorithm development, Physics, Skin, Fluctuations and noise, Signal attenuation, Systems modeling, Combustion

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Proceedings Article | 3 June 2013 Paper

SAR based classification of ground moving targets to assist vehicle tracking

G. Goley, Brian Rigling, Adam Nolan

Proceedings Volume 8746, 87460H (2013) https://doi.org/10.1117/12.2018186

KEYWORDS: Synthetic aperture radar, Distortion, Sensors, Detection and tracking algorithms, Radar, Error analysis, Target recognition, Image quality, Radar imaging, Motion estimation

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Proceedings Article | 24 May 2012 Paper

Performance modeling of a feature-aided tracker

G. Steven Goley, Adam Nolan

Proceedings Volume 8389, 83891A (2012) https://doi.org/10.1117/12.920763

KEYWORDS: Performance modeling, Sensors, Detection and tracking algorithms, Data modeling, Kinematics, Roads, Motion models, 3D modeling, Monte Carlo methods, Reflectivity

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Proceedings Article | 3 May 2012 Paper

Performance estimation of SAR using NIIRS techniques

Adam Nolan, G. Goley, Michael Bakich

Proceedings Volume 8394, 83940S (2012) https://doi.org/10.1117/12.920849

KEYWORDS: Synthetic aperture radar, Sensors, Image analysis, Image quality, Detection and tracking algorithms, Performance modeling, Signal to noise ratio, Image sensors, Image resolution, Data modeling

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Proceedings Article | 19 May 2011 Paper

Analytic performance model for grayscale quantization in the presence of additive noise

Adam Nolan, G. Steven Goley

Proceedings Volume 8049, 804910 (2011) https://doi.org/10.1117/12.884131

KEYWORDS: Signal to noise ratio, Monte Carlo methods, Performance modeling, Switches, Synthetic aperture radar, Quantization, Switching, Sensors, Statistical analysis, Detection and tracking algorithms

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Showing 5 of 15 publications

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