Dr. John Szymanski Profile

Dr. John Szymanski

Program Director

SPIE Involvement:

Author

Publications (25)

Proceedings Article | 2 August 2002 Paper

Automated coregistration of MTI spectral bands

James Theiler, Amy Galbraith, Paul Pope, Keri Ramsey, John Szymanski

Proceedings Volume 4725, (2002) https://doi.org/10.1117/12.478763

KEYWORDS: Satellites, Space operations, Image quality, Calibration, Thermography, Infrared imaging, Multispectral imaging, Distortion, Staring arrays, Satellite imaging

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Proceedings Article | 2 August 2002 Paper

Feature extraction from multiple data sources using genetic programming

John Szymanski, Steven Brumby, Paul Pope, Damian Eads, Diana Esch-Mosher, Mark Galassi, Neal Harvey, Hersey McCulloch, Simon Perkins, Reid Porter, James Theiler, Aaron Young, Jeffrey Bloch, Nancy David

Proceedings Volume 4725, (2002) https://doi.org/10.1117/12.478765

KEYWORDS: Feature extraction, Multispectral imaging, Genetics, Image processing, Computer programming, Data modeling, Sensors, Evolutionary algorithms, Machine learning, Remote sensing

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Proceedings Article | 2 August 2002 Paper

Automated simultaneous multiple feature classification of MTI data

Neal Harvey, James Theiler, Lee Balick, Paul Pope, John Szymanski, Simon Perkins, Reid Porter, Steven Brumby, Jeffrey Bloch, Nancy David, Mark Galassi

Proceedings Volume 4725, (2002) https://doi.org/10.1117/12.478767

KEYWORDS: Image classification, Clouds, Classification systems, Image processing, Sulfur, Feature extraction, Image segmentation, Multispectral imaging, Thermography, Remote sensing

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Proceedings Article | 17 January 2002 Paper

Evolving land cover classification algorithms for multispectral and multitemporal imagery

Steven Brumby, James Theiler, Jeffrey Bloch, Neal Harvey, Simon Perkins, John Szymanski, Aaron Young

Proceedings Volume 4480, (2002) https://doi.org/10.1117/12.453331

KEYWORDS: Landsat, Image classification, Remote sensing, Binary data, Multispectral imaging, Clouds, Image processing, Satellites, Machine learning, Earth observing sensors

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Proceedings Article | 17 January 2002 Paper

Applying reconfigurable hardware to the analysis of multispectral and hyperspectral imagery

Miriam Leeser, Pavle Belanovic, Michael Estlick, Maya Gokhale, John Szymanski, James Theiler

Proceedings Volume 4480, (2002) https://doi.org/10.1117/12.453329

KEYWORDS: Multispectral imaging, Hyperspectral imaging, Clocks, Image processing, Image segmentation, Field programmable gate arrays, Algorithm development, Image analysis, Image resolution, Earth observing sensors

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Proceedings Article | 17 January 2002 Paper

Co-design of software and hardware to implement remote sensing algorithms

James Theiler, Janette Frigo, Maya Gokhale, John Szymanski

Proceedings Volume 4480, (2002) https://doi.org/10.1117/12.453328

KEYWORDS: Data centers, Remote sensing, Logic, Expectation maximization algorithms, Image segmentation, Image processing algorithms and systems, Field programmable gate arrays, Algorithm development, Multispectral imaging, Data processing

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Proceedings Article | 20 August 2001 Paper

MTI science, data products, and ground-data processing overview

John Szymanski, William Atkins, Lee Balick, Christoph Borel, William Clodius, R. Wynn Christensen, Anthony Davis, J. Echohawk, Amy Galbraith, Karen Hirsch, James Krone, Cynthia Little, Peter McLachlan, Aaron Morrison, Kimberly Pollock, Paul Pope, Curtis Novak, Keri Ramsey, Emily Riddle, Charles Rohde, Diane Roussel-Dupre, Barham Smith, Kathy Smith, Kim Starkovich, James Theiler, Paul Weber

Proceedings Volume 4381, (2001) https://doi.org/10.1117/12.437009

KEYWORDS: Calibration, Clouds, Satellites, Atmospheric modeling, Data processing, Thermography, Algorithm development, Multispectral imaging, Data modeling, Vegetation

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Proceedings Article | 20 August 2001 Paper

Evolving forest fire burn severity classification algorithms for multispectral imagery

Steven Brumby, Neal Harvey, Jeffrey Bloch, James Theiler, Simon Perkins, Aaron Young, John Szymanski

Proceedings Volume 4381, (2001) https://doi.org/10.1117/12.437013

KEYWORDS: Landsat, Image processing, Image classification, Remote sensing, Multispectral imaging, Genetic algorithms, Machine learning, Binary data, Satellites, Earth observing sensors

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Proceedings Article | 15 November 2000 Paper

Parallel evolution of image processing tools for multispectral imagery

Neal Harvey, Steven Brumby, Simon Perkins, Reid Porter, James Theiler, Aaron Young, John Szymanski, Jeffrey Bloch

Proceedings Volume 4132, (2000) https://doi.org/10.1117/12.406611

KEYWORDS: Image processing, Binary data, Clocks, Multispectral imaging, Feature extraction, Computer architecture, Time metrology, Landsat, Genetic algorithms, Earth observing sensors

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Proceedings Article | 15 November 2000 Paper

Using blocks of skewers for faster computation of pixel purity index

James Theiler, Dominique Lavenier, Neal Harvey, Simon Perkins, John Szymanski

Proceedings Volume 4132, (2000) https://doi.org/10.1117/12.406610

KEYWORDS: Multispectral imaging, Field programmable gate arrays, Remote sensing, Optical spheres, Binary data, Principal component analysis, Array processing, Imaging spectrometry, Detection and tracking algorithms, Hyperspectral imaging

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Proceedings Article | 15 November 2000 Paper

Advanced processing for high-bandwidth sensor systems

John Szymanski, Phil Blain, Jeffrey Bloch, Christopher Brislawn, Steven Brumby, Maureen Cafferty, Mark Dunham, Janette Frigo, Maya Gokhale, Neal Harvey, Garrett Kenyon, Won-Ha Kim, J. Layne, Dominique Lavenier, Kevin McCabe, Melanie Mitchell, Kurt Moore, Simon Perkins, Reid Porter, S. Robinson, Alfonso Salazar, James Theiler, Aaron Young

Proceedings Volume 4132, (2000) https://doi.org/10.1117/12.406575

KEYWORDS: Digital signal processing, Field programmable gate arrays, Sensors, Signal processing, Image processing, Algorithm development, Reconfigurable computing, Image segmentation, Remote sensing, Feature extraction

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Proceedings Article | 15 November 2000 Paper

Design issues for hardware implementation of an algorithm for segmenting hyperspectral imagery

James Theiler, Miriam Leeser, Michael Estlick, John Szymanski

Proceedings Volume 4132, (2000) https://doi.org/10.1117/12.406577

KEYWORDS: Image segmentation, Hyperspectral imaging, Field programmable gate arrays, Distance measurement, Data centers, Image compression, Data modeling, Image processing algorithms and systems, Optical spheres, Monte Carlo methods

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Proceedings Article | 13 October 2000 Paper

GENIE: a hybrid genetic algorithm for feature classification in multispectral images

Simon Perkins, James Theiler, Steven Brumby, Neal Harvey, Reid Porter, John Szymanski, Jeffrey Bloch

Proceedings Volume 4120, (2000) https://doi.org/10.1117/12.403635

KEYWORDS: Image processing, Image classification, Genetic algorithms, Roads, Earth observing sensors, High resolution satellite images, Machine learning, Algorithm development, Image resolution, Neural networks

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Proceedings Article | 6 October 2000 Paper

Effect of data truncation in an implementation of pixel clustering on a custom computing machine

Miriam Leeser, James Theiler, Michael Estlick, Natalya Kitaryeva, John Szymanski

Proceedings Volume 4212, (2000) https://doi.org/10.1117/12.402511

KEYWORDS: Data centers, Image segmentation, Field programmable gate arrays, Hyperspectral imaging, Image processing algorithms and systems, Image processing, Optimization (mathematics), Optical spheres, Multispectral imaging, Satellite imaging

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Proceedings Article | 6 October 2000 Paper

FPGA implementation of the pixel purity index algorithm

Dominique Lavenier, James Theiler, John Szymanski, Maya Gokhale, Janette Frigo

Proceedings Volume 4212, (2000) https://doi.org/10.1117/12.402525

KEYWORDS: Field programmable gate arrays, Computer aided design, Hyperspectral imaging, Image processing, Remote sensing, Parallel computing, Computer architecture, Clocks, Microsystems, Detection and tracking algorithms

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Proceedings Article | 23 August 2000 Paper

Genetic algorithm for combining new and existing image processing tools for multispectral imagery

Steven Brumby, Neal Harvey, Simon Perkins, Reid Porter, John Szymanski, James Theiler, Jeffrey Bloch

Proceedings Volume 4049, (2000) https://doi.org/10.1117/12.410371

KEYWORDS: Image processing, Multispectral imaging, Genetic algorithms, Ions, Vegetation, Binary data, Visible radiation, Remote sensing, Evolutionary algorithms, Feature extraction

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Proceedings Article | 17 December 1999 Paper

Subpixel temperature retrieval with multispectral sensors

John Szymanski, Christoph Borel, Quincy Harberger, Pawel Smolarkiewicz, James Theiler

Proceedings Volume 3868, (1999) https://doi.org/10.1117/12.373105

KEYWORDS: Sensors, Mid-IR, MODIS, Signal to noise ratio, Calibration, Temperature metrology, Error analysis, Thermography, Infrared sensors, Infrared radiation

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Proceedings Article | 2 November 1999 Paper

High-performance signal and image processing for remote sensing using reconfigurable computers

Michael Caffrey, John Szymanski, A. Begtrup, J. Layne, T. Nelson, S. Robinson, Alfonso Salazar, James Theiler

Proceedings Volume 3807, (1999) https://doi.org/10.1117/12.367629

KEYWORDS: Field programmable gate arrays, Digital signal processing, Sensors, Logic, Computing systems, Signal processing, Remote sensing, Image processing, Reconfigurable computing, Computer architecture

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Proceedings Article | 1 November 1999 Paper

Investigation of image feature extraction by a genetic algorithm

Steven Brumby, James Theiler, Simon Perkins, Neal Harvey, John Szymanski, Jeffrey Bloch, Melanie Mitchell

Proceedings Volume 3812, (1999) https://doi.org/10.1117/12.367697

KEYWORDS: Feature extraction, Genetic algorithms, Genetics, Remote sensing, Evolutionary algorithms, Image analysis, Computer programming, MODIS, Algorithm development, Image processing

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Proceedings Article | 27 October 1999 Paper

MTI core science retrieval algorithms

Christoph Borel, William Clodius, Anthony Davis, Barham Smith, John Szymanski, James Theiler, Pierre Villeneuve, Paul Weber

Proceedings Volume 3753, (1999) https://doi.org/10.1117/12.366302

KEYWORDS: Reflectivity, Clouds, Atmospheric corrections, Vegetation, Atmospheric modeling, Algorithm development, Near infrared, Atmospheric sciences, Computer simulations, Absorption

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Proceedings Article | 27 October 1999 Paper

MTI ground data processing and science retrieval pipeline architecture

John Szymanski, Christoph Borel, William Clodius, Anthony Davis, Christopher Heil, James Krone, Keri Ramsey, Barham Smith, Kathy Smith, James Theiler, Pierre Villeneuve, Paul Weber

Proceedings Volume 3753, (1999) https://doi.org/10.1117/12.366301

KEYWORDS: Calibration, Databases, Data processing, Image processing, Data modeling, Data acquisition, Algorithm development, Vegetation, Atmospheric modeling, Data storage

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Proceedings Article | 27 October 1999 Paper

Evolving retrieval algorithms with a genetic programming scheme

James Theiler, Neal Harvey, Steven Brumby, John Szymanski, Steve Alferink, Simon Perkins, Reid Porter, Jeffrey Bloch

Proceedings Volume 3753, (1999) https://doi.org/10.1117/12.366303

KEYWORDS: Algorithm development, Genetics, Computer programming, Vegetation, Genetic algorithms, Remote sensing, Image processing, Data modeling, Sensors, Atmospheric modeling

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Proceedings Article | 16 July 1999 Paper

Practical atmospheric correction algorithms for a multispectral sensor from the visible through the thermal spectral regions

Christoph Borel, Pierre Villeneuve, William Clodius, John Szymanski, Anthony Davis

Proceedings Volume 3717, (1999) https://doi.org/10.1117/12.353033

KEYWORDS: Clouds, Reflectivity, Aerosols, Atmospheric particles, Atmospheric corrections, Atmospheric optics, Vegetation, Sensors, Ocean optics, Visible radiation

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Proceedings Article | 16 July 1999 Paper

Subpixel temperature retrieval with multispectral sensors

John Szymanski, Christoph Borel, Quincy Harberger, Pawel Smolarkiewicz, James Theiler

Proceedings Volume 3717, (1999) https://doi.org/10.1117/12.353041

KEYWORDS: Sensors, MODIS, Signal to noise ratio, Mid-IR, Calibration, Temperature metrology, Error analysis, Thermography, Infrared radiation, Long wavelength infrared

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