Dr. Tyler A. Hill Profile

Dr. Tyler A. Hill

at Integrity Applications Inc

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Publications (3)

Proceedings Article | 13 June 2023 Presentation + Paper

Novel view synthesis with compressed sensing as data augmentation for SAR ATR

Katherine Banas, Tyler Hill, Chris Kreucher, Brian Raeker, Kyle Simpson, Kirk Weeks

Proceedings Volume 12520, 125200H (2023) https://doi.org/10.1117/12.2664250

KEYWORDS: Deep learning, Synthetic aperture radar, Data modeling, Automatic target recognition, Compressed sensing

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Proceedings Article | 13 June 2023 Presentation + Paper

Improving SAR ATR using synthetic data via transfer learning

Brian Raeker, Tyler Hill, Chris Kreucher, Katherine Banas, Kevin Tactac, Kyle Simpson, Kirk Weeks

Proceedings Volume 12520, 125200L (2023) https://doi.org/10.1117/12.2663615

KEYWORDS: Education and training, Synthetic aperture radar, Automatic target recognition, Network architectures, Deep learning

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Proceedings Article | 14 May 2019 Presentation + Paper

Probabilistic metrics to quantify the accuracy of sparse and redundant representation models of atmospheric turbulence

Tyler Hill, Bobby Hunt, Amber Iler, Michael Rucci

Proceedings Volume 11001, 1100115 (2019) https://doi.org/10.1117/12.2517937

KEYWORDS: Point spread functions, Turbulence, Distance measurement, Atmospheric turbulence, Atmospheric modeling, Adaptive optics, Optical design, Optical transfer functions, Statistical analysis

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