Dr. Laura E. Boucheron Profile

Dr. Laura E. Boucheron

Professor at New Mexico State Univ

SPIE Involvement:

Editorial Board Member: Journal of Electronic Imaging | Author

Publications (5)

SPIE Journal Paper | 27 April 2024

Estimation of motion blur kernel parameters using regression convolutional neural networks

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

JEI, Vol. 33, Issue 02, 023062, (April 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.2.023062

KEYWORDS: Motion blur, Deblurring, Education and training, Error analysis, Motion estimation, Signal to noise ratio, Image sharpness, Motion models, Image quality, Deep learning

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SPIE Journal Paper | 27 October 2023 Open Access

JEI Updates Research Topic Categories

Zeev Zalevsky, Jenny Benois-Pineau, Laura Boucheron, Atanas Gotchev, Walter Kropatsch, Alexander Loui

JEI, Vol. 32, Issue 06, 060101, (October 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.6.060101

KEYWORDS: Image processing, Electronic imaging, Evolutionary algorithms, Video, Machine learning, Visual process modeling, Video processing, Super resolution, Data processing, Data modeling

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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 | 13 December 2020 Poster + Paper

VTXO: the virtual telescope for x-ray observations

John Krizmanic, Neerav Shah, Philip Calhoun, Alice Harding, Lloyd Purves, Cassandra Webster, Michael Corcoran, Chris Schrader, Steven Stochaj, Kyle Rankin, Daniel Smith, Krishna Kota, Hyeongjun Park, Laura Boucheron, Asal Nasari

Proceedings Volume 11444, 114447V (2020) https://doi.org/10.1117/12.2562714

KEYWORDS: X-ray telescopes, X-rays, Spatial resolution, X-ray imaging, Lenses, X-ray optics, Sensors, X-ray detectors, Cameras, Environmental sensing

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