Dr. Steven Sandoval Profile

Dr. Steven Sandoval

at New Mexico State Univ

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Author

Publications (6)

Proceedings Article | 3 October 2023 Presentation + Paper

A patch-based regression convolutional neural network for motion blur estimation

Luis Varela, Laura Boucheron, David Voelz, Abu Bucker Siddik, Steven Sandoval

Proceedings Volume 12693, 126931F (2023) https://doi.org/10.1117/12.2681497

KEYWORDS: Motion blur, Motion estimation, Image analysis, Turbulence, Deblurring, Convolutional neural networks

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Proceedings Article | 3 October 2023 Presentation + Paper

Facial classification from multispectral imagery through atmospheric turbulence using machine learning

Abu Bucker Siddik, Steven Sandoval, David Voelz, Laura Boucheron, Luis Varela

Proceedings Volume 12693, 1269306 (2023) https://doi.org/10.1117/12.2677910

KEYWORDS: Multispectral imaging, Image classification, Turbulence, Machine learning, Education and training, Atmospheric turbulence, Deep learning, Databases, Data modeling, Image processing

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Proceedings Article | 1 August 2021 Presentation + Paper

Extended analysis of atmospheric refraction effects captured by time-lapse imaging: long-term trends and machine learning image shift prediction

Wardeh Al-Younis, David Voelz, Steven Sandoval, Patrick Miller

Proceedings Volume 11834, 1183404 (2021) https://doi.org/10.1117/12.2594947

KEYWORDS: Neurons, Neural networks, Machine learning, Solar radiation models, Near field, Image processing, Cameras, Data modeling, Refraction, Performance modeling

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Proceedings Article | 12 April 2021 Presentation + Paper

Deep echo state neural network model for light propagation through strong atmospheric turbulence

Michael DeAntonio, Steven Sandoval

Proceedings Volume 11740, 117400G (2021) https://doi.org/10.1117/12.2586517

KEYWORDS: Atmospheric propagation, Atmospheric turbulence, Neural networks, Atmospheric modeling, Laser beam propagation, Turbulence, Sensors, Speckle, Sodium guide stars, Geometrical optics

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SPIE Journal Paper | 10 March 2020 Open Access

Image shift due to atmospheric refraction: prediction by numerical weather modeling and machine learning

Wardeh Al-Younis, Christina Nevarez, Mohammad Abdullah-Al-Mamun, Steven Sandoval, Sukanta Basu, David Voelz

OE, Vol. 59, Issue 08, 081803, (March 2020) https://doi.org/10.1117/12.10.1117/1.OE.59.8.081803

KEYWORDS: Atmospheric modeling, Refraction, Cameras, Data modeling, Machine learning, Refractive index, Meteorology, Atmospheric propagation, Ray tracing, Optical engineering

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Proceedings Article | 6 September 2019 Presentation + Paper

Predicting atmospheric refraction with weather modeling and machine learning

Wardeh Al-Younis, Christina Nevarez, David Voelz, Sukanta Basu, Steven Sandoval

Proceedings Volume 11133, 111330E (2019) https://doi.org/10.1117/12.2529533

KEYWORDS: Atmospheric modeling, Data modeling, Refraction, Ray tracing, Machine learning, Refractive index, Atmospheric propagation

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Showing 5 of 6 publications

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