Dr. Theresa A. Scarnati Profile

Dr. Theresa A. Scarnati

Senior Research Mathematician at US Army Space and Missile Defense Command

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Publications (10)

Proceedings Article | 8 June 2022 Presentation + Paper

Methods of scanning acoustic microscopy and eddy current fusion for materials analysis

John Wertz, Erik Blasch, Matthew Cherry, Sean O'Rourke, Theresa Scarnati, Nicholas Lorenzo, Laura Homa, Nathan Gaw

Proceedings Volume 12122, 121220S (2022) https://doi.org/10.1117/12.2622255

KEYWORDS: Data fusion, Sensors, Nondestructive evaluation, Inspection, Microscopy, Scanning electron microscopy, Metals, Acoustics, Titanium, Data modeling

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Proceedings Article | 12 April 2021 Presentation + Paper

Three-dimensional object reconstruction from sparse multi-pass SAR data

Theresa Scarnati, J. R. Jamora

Proceedings Volume 11728, 117280I (2021) https://doi.org/10.1117/12.2593601

KEYWORDS: Synthetic aperture radar, Compressed sensing

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Proceedings Article | 29 April 2020 Presentation + Paper

A comparison of template matching and deep learning for classification of occluded targets in LiDAR data

Isaac Zachmann, Theresa Scarnati

Proceedings Volume 11394, 113940H (2020) https://doi.org/10.1117/12.2556392

KEYWORDS: Detection and tracking algorithms, LIDAR, 3D modeling, Automatic target recognition, Algorithm development, Image classification, Image filtering, Neural networks

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Proceedings Article | 24 April 2020 Presentation + Paper

Investigating the saliency of SAR image chips

Benjamin Lewis, Theresa Scarnati, Ernest Parke

Proceedings Volume 11393, 113930K (2020) https://doi.org/10.1117/12.2558364

KEYWORDS: Synthetic aperture radar, Image classification, Neural networks, Machine learning, Detection and tracking algorithms, Image processing, Target recognition

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Proceedings Article | 14 May 2019 Presentation

Hybrid neural net template-based ATR (Conference Presentation)

Edmund Zelnio, Theresa Scarnati, Benjamin Lewis

Proceedings Volume 10987, 109870M (2019) https://doi.org/10.1117/12.2523436

KEYWORDS: Neural networks

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Proceedings Article | 14 May 2019 Presentation + Paper

A SAR dataset for ATR development: the Synthetic and Measured Paired Labeled Experiment (SAMPLE)

Benjamin Lewis, Theresa Scarnati, Elizabeth Sudkamp, John Nehrbass, Stephen Rosencrantz, Edmund Zelnio

Proceedings Volume 10987, 109870H (2019) https://doi.org/10.1117/12.2523460

KEYWORDS: Synthetic aperture radar, Data modeling, Radar, Automatic target recognition, Sensors, Detection and tracking algorithms, Algorithm development

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Proceedings Article | 14 May 2019 Presentation + Paper

A deep learning approach to the Synthetic and Measured Paired and Labeled Experiment (SAMPLE) challenge problem

Theresa Scarnati, Benjamin Lewis

Proceedings Volume 10987, 109870G (2019) https://doi.org/10.1117/12.2523458

KEYWORDS: Synthetic aperture radar, Image classification, Data modeling, Sensors, Computer aided design, Quantization, Automatic target recognition, Machine learning

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Proceedings Article | 27 April 2018 Presentation + Paper

Variance based joint sparsity reconstruction of synthetic aperture radar data for speckle reduction

Theresa Scarnati, Anne Gelb

Proceedings Volume 10647, 106470R (2018) https://doi.org/10.1117/12.2500209

KEYWORDS: Speckle, Synthetic aperture radar, Statistical modeling, Algorithm development, Scattering, Image processing, Denoising, Automatic target recognition, Radar

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Proceedings Article | 1 May 2017 Presentation + Paper

Combination of correlated phase error correction and sparsity models for SAR

Toby Sanders, Theresa Scarnati

Proceedings Volume 10222, 102220E (2017) https://doi.org/10.1117/12.2262861

KEYWORDS: Reconstruction algorithms, Mathematical modeling, Synthetic aperture radar, Data modeling, Data processing, Data acquisition, Image restoration, Image acquisition, Image processing, Error analysis, Wave propagation, Computational imaging

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Proceedings Article | 28 April 2017 Presentation + Paper

Exploiting the sparsity of edge information in synthetic aperture radar imagery for speckle reduction

Theresa Scarnati, Edmund Zelnio, Christopher Paulson

Proceedings Volume 10201, 102010C (2017) https://doi.org/10.1117/12.2267790

KEYWORDS: Synthetic aperture radar, Speckle, Image acquisition, Denoising, Image filtering, Statistical analysis, Image enhancement, Statistical modeling, Visualization, Target recognition

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Showing 5 of 10 publications

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