Dr. Dennis J. Lee Profile

Dr. Dennis J. Lee

SPIE Involvement:

Author

Area of Expertise:

Data Science , Machine Learning

Websites:

Personal Website

Proceedings Article | 22 August 2020 Presentation + Paper

Matrix completion for compressive sensing using consensus equilibrium

Dennis Lee

Proceedings Volume 11504, 115040A (2020) https://doi.org/10.1117/12.2568867

KEYWORDS: Mathematics, Computational mathematics, Applied mathematics, Mathematical modeling, Linear algebra, Compressed sensing, Matrices, Denoising, Probability theory, Image compression, Data compression, Wavelets, Reconstruction algorithms, Optimization (mathematics)

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Proceedings Article | 6 September 2019 Presentation + Paper

Deep neural networks for compressive hyperspectral imaging

Dennis Lee

Proceedings Volume 11130, 1113006 (2019) https://doi.org/10.1117/12.2528048

KEYWORDS: Hyperspectral imaging, Image compression, Neural networks, 3D metrology, Compressed sensing, Image classification, 3D modeling, Imaging systems, Optical filters, Mirrors, Machine learning, Convolutional neural networks, Artificial intelligence, Artificial neural networks, Statistical modeling

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Proceedings Article | 6 September 2019 Paper

Compressive sensing for channeled polarimetry: applications in spectropolarimetry and imaging polarimetry

Dennis Lee

Proceedings Volume 11130, 111300D (2019) https://doi.org/10.1117/12.2550332

KEYWORDS: Polarimetry, Compressed sensing, Optical filters, Reconstruction algorithms, Modulation, Polarization, Image filtering, Wavelets, Linear filtering, Staring arrays, Machine learning, Statistical analysis, Neural networks, Compressive imaging, Statistical inference

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Proceedings Article | 18 September 2018 Presentation + Paper

Compressive hyperspectral imaging using total variation minimization

Dennis Lee, Eric Shields

Proceedings Volume 10768, 1076804 (2018) https://doi.org/10.1117/12.2322145

KEYWORDS: Compressive imaging, Remote sensing, 3D image reconstruction, Medical image reconstruction, Inverse imaging problems, Reconstruction algorithms, Hyperspectral imaging, Resonators, Mirrors, Fabry–Perot interferometers, Wavelets, Sensors, Optical filters, Compressed sensing, Modulators

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Proceedings Article | 14 May 2018 Paper

Using unmanned aerial systems to collect hyperspectral imagery and digital elevation models at a legacy underground nuclear explosion test site

Dylan Anderson, Julia Craven, Robert Dzur, Trevor Briggs, Dennis Lee, Elizabeth Miller, Emily Schultz-Fellenz, Steven Vigil

Proceedings Volume 10656, 1065605 (2018) https://doi.org/10.1117/12.2304860

KEYWORDS: LIDAR, Hyperspectral imaging, Photogrammetry, Image processing, Imaging systems

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Proceedings Article | 7 September 2017 Presentation + Paper

Compressed channeled linear imaging polarimetry

Dennis Lee, Charles LaCasse, Julia Craven

Proceedings Volume 10407, 104070D (2017) https://doi.org/10.1117/12.2275388

KEYWORDS: Polarimetry, Remote sensing, Modulation, Fourier transforms, Optical filters, Polarization

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Proceedings Article | 4 May 2016 Paper

Channeled spectropolarimetry using iterative reconstruction

Dennis Lee, Charles LaCasse, Julia Craven

Proceedings Volume 9853, 98530V (2016) https://doi.org/10.1117/12.2225172

KEYWORDS: Polarization, Mathematical modeling, Fourier transforms, Spectroscopy, Wave plates, Reconstruction algorithms, Polarimetry, Spectrometers, FT-IR spectroscopy, Imaging spectroscopy

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Showing 5 of 7 publications

Conference Committee Involvement (3)

Imaging Spectrometry XXIV: Applications, Sensors, and Processing

24 August 2020 | Online Only, California, United States

Imaging Spectrometry XXIII: Applications, Sensors, and Processing

11 August 2019 | San Diego, California, United States

Polarization Science and Remote Sensing VIII

8 August 2017 |

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