Dr. Leslie N. Smith Profile

Dr. Leslie N. Smith

Senior Research Scientist/Physicist at U.S. Naval Research Lab.

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Author

Publications (8)

Proceedings Article | 10 May 2019 Presentation + Paper

Super-convergence: very fast training of neural networks using large learning rates

Leslie Smith, Nicholay Topin

Proceedings Volume 11006, 1100612 (2019) https://doi.org/10.1117/12.2520589

KEYWORDS: Neural networks, Stochastic processes, Algorithms, Applied research, Artificial intelligence

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Proceedings Article | 3 May 2017 Paper

An approach to explainable deep learning using fuzzy inference

David Bonanno, Kristen Nock, Leslie Smith, Paul Elmore, Fred Petry

Proceedings Volume 10207, 102070D (2017) https://doi.org/10.1117/12.2268001

KEYWORDS: Fuzzy logic, Neurons, Machine learning, Classification systems, Telecommunications, Sensors, Neural networks, Artificial intelligence, Sensor fusion, Image classification, Embedded systems, Fuzzy systems, Rule based systems

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Proceedings Article | 31 May 2013 Paper

How to find real-world applications of compressive sensing

Leslie Smith

Proceedings Volume 8717, 87170Q (2013) https://doi.org/10.1117/12.2018244

KEYWORDS: Missiles, Detection and tracking algorithms, Target detection, Compressed sensing, Staring arrays, Sensors, Imaging systems, Image processing, Image resolution, Image restoration

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Proceedings Article | 8 June 2012 Paper

Improving sparse representation algorithms for maritime video processing

L. Smith, J. Nichols, J. Waterman, C. Olson, K. Judd

Proceedings Volume 8365, 836508 (2012) https://doi.org/10.1117/12.920756

KEYWORDS: Associative arrays, Data modeling, Image quality, Image compression, Super resolution, Denoising, Chemical species, Wavelets, Video, Short wave infrared radiation

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SPIE Journal Paper | 21 May 2012

Restoration of turbulence degraded underwater images

Andrey Kanaev, Leslie Smith, Weilin Hou, Sarah Woods

OE, Vol. 51, Issue 5, 057007, (May 2012) https://doi.org/10.1117/12.10.1117/1.OE.51.5.057007

KEYWORDS: Optical flow, Image fusion, Turbulence, Algorithm development, Image restoration, Image quality, Image filtering, Spatial frequencies, Reconstruction algorithms, Water

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Proceedings Article | 18 May 2012 Paper

A standard data set for performance analysis of advanced IR image processing techniques

A. Robert Weiß, Uwe Adomeit, Philippe Chevalier, Stéphane Landeau, Piet Bijl, Frédéric Champagnat, Judith Dijk, Benjamin Göhler, Stefano Landini, Joseph Reynolds, Leslie Smith

Proceedings Volume 8355, 835512 (2012) https://doi.org/10.1117/12.919004

KEYWORDS: Cameras, Super resolution, Detection and tracking algorithms, Image processing, Image fusion, Thermography, Imaging systems, Mid-IR, Image compression, Black bodies

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Proceedings Article | 10 May 2011 Paper

A new blur kernel estimator and comparisons to state-of-the-art

Leslie Smith, James Waterman, K. Peter Judd

Proceedings Volume 8014, 80140N (2011) https://doi.org/10.1117/12.888126

KEYWORDS: Point spread functions, Deconvolution, Image quality, Infrared imaging, MATLAB, Lawrencium, Statistical analysis, Cameras, Short wave infrared radiation, Mid-IR

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Proceedings Article | 15 April 2008 Paper

Applications of super-resolution and deblurring to practical sensors

S. Susan Young, Richard Sims, Keith Kraples, James Waterman, Leslie Smith, Eddie Jacobs, Ted Corbin, Louis Larsen, Ronald Driggers

Proceedings Volume 6941, 69411E (2008) https://doi.org/10.1117/12.796420

KEYWORDS: Sensors, Super resolution, Image processing, Image filtering, Detection and tracking algorithms, Image restoration, Image sensors, Reconstruction algorithms, Imaging systems, Missiles

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Showing 5 of 8 publications

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