Dr. Brett J. Borghetti Profile

Dr. Brett J. Borghetti

at Air Force Institute of Technology

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Publications (2)

Proceedings Article | 14 May 2019 Presentation + Paper

Initial investigation into the effect of image degradation on the performance of a 3-category classifier using transfer learning and data augmentation

Keith Anthony, Brett Borghetti, Bryan Steward

Proceedings Volume 10986, 109860R (2019) https://doi.org/10.1117/12.2519019

KEYWORDS: Signal to noise ratio, Data modeling, Sensors, Electro optical modeling, Machine learning, Image processing, Visual process modeling, Imaging systems, Image quality, Infrared sensors

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Proceedings Article | 14 May 2019 Presentation + Paper

Analysis of long-wave infrared hyperspectral classification performance across changing scene illumination

Nicholas Westing, Brett Borghetti, Kevin Gross, Jacob Martin

Proceedings Volume 10986, 109860V (2019) https://doi.org/10.1117/12.2518109

KEYWORDS: Data modeling, Long wavelength infrared, Sensors, Hyperspectral imaging, Atmospheric modeling, Scene classification, Machine learning

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