Dr. George A. Lampropoulos Profile

Dr. George A. Lampropoulos

President at AUG Signals Ltd

SPIE Involvement:

Author

Publications (34)

Proceedings Article | 5 March 2021 Presentation + Paper

Machine learning techniques for real-time UV-Vis spectral analysis to monitor dissolved nutrients in surface water

Chuhong Fei, Xiang Cao, Devin Zang, Cindy Hu, Claudia Wu, Eric Morris, Juan Tao, Ting Liu, George Lampropoulos

Proceedings Volume 11703, 117031D (2021) https://doi.org/10.1117/12.2577050

KEYWORDS: Machine learning, Water, Spectrophotometry, Statistical analysis, Convolutional neural networks, Absorption, UV-Vis spectroscopy, Chemical analysis, Analytical research, Neural networks

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Proceedings Article | 4 May 2017 Presentation + Paper

Deep learning for anomaly detection in maritime vessels using AIS-cued camera imagery

Yi Zang, Abir Mukherjee, Chuhong Fei, Ting Liu, George Lampropoulos

Proceedings Volume 10190, 101900G (2017) https://doi.org/10.1117/12.2263190

KEYWORDS: Neurons, Stochastic processes, Network architectures, Statistical analysis, Artificial intelligence, Neural networks, Cameras, Surveillance, Image fusion, Machine learning, Intelligence systems, Sensor fusion, Maritime surveillance

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Proceedings Article | 25 October 2016 Paper

Using RADARSAT-2 and TerraSAR-X satellite data for the identification of canola crop phenology

Anna Pacheco, Heather McNairn, Yifeng Li, George Lampropoulos, Jarrett Powers

Proceedings Volume 9998, 999802 (2016) https://doi.org/10.1117/12.2240789

KEYWORDS: Satellites, Agriculture, Polarimetry, Radar, Anisotropy, Scattering, Reflectivity, Synthetic aperture radar, Data acquisition, X band

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Proceedings Article | 9 April 2007 Paper

Classifier combination and feature selection methods for polarimetric SAR classification

G. Gigli, R. Sabry, G. Lampropoulos

Proceedings Volume 6571, 65710B (2007) https://doi.org/10.1117/12.719407

KEYWORDS: Error analysis, Polarimetry, Feature selection, Library classification systems, Synthetic aperture radar, Feature extraction, Classification systems, Genetic algorithms, Data fusion, Distance measurement

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Proceedings Article | 9 April 2007 Paper

Novel classification fusion techniques for military target classification

Ting Liu, George Lampropoulos

Proceedings Volume 6571, 65710A (2007) https://doi.org/10.1117/12.719654

KEYWORDS: Detection and tracking algorithms, Target detection, Hyperspectral target detection, Image fusion, Sensors, Target recognition, Classification systems, Hyperspectral imaging, Image classification, Signal detection

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Proceedings Article | 8 September 2006 Paper

Modelling SAR clutter in multi-resolution radar systems

Ali Yousefi, Ting Liu, George Lampropoulos

Proceedings Volume 6343, 63432M (2006) https://doi.org/10.1117/12.707722

KEYWORDS: Synthetic aperture radar, Image resolution, Data modeling, Radar, Statistical modeling, Sensors, Modeling, Statistical analysis, Detection and tracking algorithms, Genetic algorithms

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SPIE Journal Paper | 1 April 2006

Fusion of time-frequency distributions and applications to radar signals

George Lampropoulos, Thayananthan Thayaparan, Ning Xie

JEI, Vol. 15, Issue 02, 023007, (April 2006) https://doi.org/10.1117/12.10.1117/1.2199858

KEYWORDS: Signal to noise ratio, Time-frequency analysis, Radar, Image fusion, Signal processing, Transform theory, Data fusion, Interference (communication), Wavelets, Signal detection

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Proceedings Article | 5 February 2004 Paper

Adaptive joint time-frequency analysis for focusing ISAR images from simulated and experimental radar data

Thayananthan Thayaparan, George Lampropoulos, Silvester Wong, Edwin Riseborough

Proceedings Volume 5238, (2004) https://doi.org/10.1117/12.511861

KEYWORDS: Time-frequency analysis, Radar, Detection and tracking algorithms, Fourier transforms, Distortion, Reflectors, Computer simulations, Doppler effect, Motion measurement, Scattering

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Proceedings Article | 24 December 2003 Paper

Web-based distributed processing tools for crop classification using CGDI databases

George Lampropoulos, J. Chan, Adina Bardas, Heather McNairn, Brian Low

Proceedings Volume 5205, (2003) https://doi.org/10.1117/12.506114

KEYWORDS: Principal component analysis, Image processing, Vegetation, Image registration, Calibration, Remote sensing, Image fusion, Wavelets, Sensors, Polarimetry

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Proceedings Article | 19 November 2003 Paper

Spatio-temporal change detection and web-based distributed computing tools

George Lampropoulos, George Gigli, Adina Bardas, Costas Armenakis, Brian Low

Proceedings Volume 5203, (2003) https://doi.org/10.1117/12.506170

KEYWORDS: Image fusion, Wavelets, Image registration, Image processing, Distributed computing, Sensors, Image classification, Principal component analysis, 3D image processing, Detection and tracking algorithms

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Proceedings Article | 13 March 2003 Paper

Clutter and target characterization using Markov chains

Vassilis Anastassopoulos, George Lampropoulos

Proceedings Volume 4885, (2003) https://doi.org/10.1117/12.463165

KEYWORDS: Transition metals, Matrices, Statistical modeling, Electro optical modeling, Signal detection, Synthetic aperture radar, Chemical elements, Instrument modeling, Interference (communication), Statistical analysis

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Proceedings Article | 7 March 2003 Paper

New concepts in time-frequency estimators with applications to ISAR data

George Lampropoulos, Ekaterina Laskin, Thayananthan Thayaparan

Proceedings Volume 4883, (2003) https://doi.org/10.1117/12.463052

KEYWORDS: Time-frequency analysis, Transform theory, Signal to noise ratio, Interference (communication), Signal processing, Signal detection, Atrial fibrillation, Electronic filtering, Filtering (signal processing), Wavelets

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Proceedings Article | 17 February 2003 Paper

Electro-optical and SAR image fusion for improvements on target feature estimation

George Lampropoulos, Yifeng Li, Jeff Secker, Leandre Sevigny, Andre Beaudoin

Proceedings Volume 4833, (2003) https://doi.org/10.1117/12.474886

KEYWORDS: Image fusion, Image sensors, Synthetic aperture radar, Sensors, Algorithm development, Discrete wavelet transforms, Image processing, Signal to noise ratio, Electro optics, Principal component analysis

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Proceedings Article | 18 January 2002 Paper

Web-based automatic multisensor image registration using the CEONet

George Lampropoulos, Belinda Yeung, Yifeng Li, Adina Bardas, Brian Low

Proceedings Volume 4483, (2002) https://doi.org/10.1117/12.453469

KEYWORDS: Image registration, Image sensors, Distributed computing, Image fusion, Databases, Sensors, Visible radiation, Internet, Infrared imaging, Infrared radiation

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Proceedings Article | 17 January 2002 Paper

New approach for hyperspectral mineral exploitation

George Lampropoulos, Yifeng Li, Shen-en Qian, Allan Hollinger

Proceedings Volume 4480, (2002) https://doi.org/10.1117/12.453366

KEYWORDS: Minerals, Hyperspectral imaging, Signal to noise ratio, Sensors, Image compression, Detection and tracking algorithms, Mining, Algorithm development, Image storage, Image transmission

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Proceedings Article | 6 December 1999 Paper

New infrared blur estimation and restoration algorithm

George Lampropoulos, James Boulter, Jean-Pierre Ardouin

Proceedings Volume 3759, (1999) https://doi.org/10.1117/12.372681

KEYWORDS: Infrared radiation, Infrared imaging, Denoising, Statistical analysis, Image processing, Interference (communication), Thermal modeling, Statistical modeling, Image analysis, Modulation

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Proceedings Article | 6 December 1999 Paper

Onboard signal processing for space-based meteor monitoring

Paul Thomas, James Freemantle, Irene Rubinstein, Costin Curatu, Rudolph Wiens, George Lampropoulos, George Gigli, William Kirby

Proceedings Volume 3759, (1999) https://doi.org/10.1117/12.372682

KEYWORDS: Image processing, Stars, Sensors, Ionizing radiation, Binary data, Image segmentation, Cameras, Satellites, Signal to noise ratio, Space operations

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Proceedings Article | 4 October 1999 Paper

CFAR detection of small manmade targets using chaotic and statistical CFAR detectors

George Lampropoulos, Henry Leung

Proceedings Volume 3809, (1999) https://doi.org/10.1117/12.364027

KEYWORDS: Sensors, Target detection, Synthetic aperture radar, Neural networks, Signal to noise ratio, Signal processing, Environmental sensing, Statistical analysis, Error analysis, Radar

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Proceedings Article | 4 December 1998 Paper

Automatic recognition of targets from hyperspectra images

George Lampropoulos, Yifeng Li, James Boulter

Proceedings Volume 3491, (1998) https://doi.org/10.1117/12.328677

KEYWORDS: Target recognition, Hyperspectral target detection, Hyperspectral imaging, Data centers, Feature selection, Matrices, Automatic target recognition, Distance measurement, Library classification systems, Image processing

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Proceedings Article | 4 December 1998 Paper

New adaptive coherent CFAR wavelet detector

George Lampropoulos, George Gigli, A. Damini, Maria Rey

Proceedings Volume 3491, (1998) https://doi.org/10.1117/12.328672

KEYWORDS: Sensors, Target detection, Wavelets, Signal detection, Signal to noise ratio, Radar, Signal processing, Sensor performance, Radar signal processing, Electronic filtering

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Proceedings Article | 4 December 1998 Paper

Parameter estimation of clutter pdf models

George Lampropoulos, George Gigli, Anastasios Drosopoulos

Proceedings Volume 3491, (1998) https://doi.org/10.1117/12.328666

KEYWORDS: Statistical analysis, Optimization (mathematics), Data modeling, Algorithm development, Statistical modeling, Error analysis, Neural networks, Evolutionary algorithms, Fourier transforms, Bessel functions

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Proceedings Article | 18 November 1998 Paper

Space-based infrared hyperspectra image processing for background enhancement, target detection, and recognition

George Lampropoulos, James Boulter

Proceedings Volume 3437, (1998) https://doi.org/10.1117/12.331324

KEYWORDS: Image restoration, Image processing, Sensors, Target detection, Hyperspectral imaging, 3D image processing, 3D image restoration, Infrared radiation, Hyperspectral target detection, Infrared imaging

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Proceedings Article | 3 October 1998 Paper

Dedicated advanced software facility for processing data from Earth observing satellites

George Lampropoulos, James Boulter

Proceedings Volume 3439, (1998) https://doi.org/10.1117/12.325658

KEYWORDS: Image processing, Algorithm development, Sensors, Detection and tracking algorithms, Standards development, Image processing algorithms and systems, Expectation maximization algorithms, Image segmentation, Optical filters, Target detection

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SPIE Journal Paper | 1 February 1998

Constant false alarm rate detection of point targets using distributed sensors

George Lampropoulos, Vassilis Anastassopoulos, James Boulter

OE, Vol. 37, Issue 02, (February 1998) https://doi.org/10.1117/12.10.1117/1.601626

KEYWORDS: Sensors, Signal to noise ratio, Target detection, Image fusion, Data fusion, Sensor fusion, Lawrencium, Optical engineering, Image processing, Information fusion

Proceedings Article | 29 October 1997 Paper

Multiframe detection of direction of moving targets

George Lampropoulos, James Boulter

Proceedings Volume 3163, (1997) https://doi.org/10.1117/12.283958

KEYWORDS: Target detection, Sensors, Image processing, Image segmentation, 3D acquisition, Point spread functions, Motion estimation, 3D image processing, Digital filtering, Detection and tracking algorithms

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Proceedings Article | 24 October 1997 Paper

Parameter-estimation techniques of statistical models and their application to SAR images

George Lampropoulos, Rita Hui, Anastasios Drosopoulos

Proceedings Volume 3162, (1997) https://doi.org/10.1117/12.279495

KEYWORDS: Statistical analysis, Data modeling, Optimization (mathematics), Neural networks, Synthetic aperture radar, Chromium, Algorithms, Statistical modeling, Neurons, Algorithm development

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Proceedings Article | 23 October 1997 Paper

New nonlinear speckle and noise-reduction algorithm

George Lampropoulos, James Boulter

Proceedings Volume 3122, (1997) https://doi.org/10.1117/12.278988

KEYWORDS: Speckle, Modulation, Denoising, Image processing, Electro optical modeling, Electro optics, Synthetic aperture radar, Nonlinear filtering, Statistical modeling, Signal processing

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Proceedings Article | 19 September 1997 Paper

Multispectra image composition for target detection and recognition

George Lampropoulos, James Boulter

Proceedings Volume 3119, (1997) https://doi.org/10.1117/12.285552

KEYWORDS: Image restoration, Image fusion, Image processing, 3D image processing, Target detection, 3D image restoration, Target recognition, Image resolution, 3D acquisition, Data fusion

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Proceedings Article | 16 June 1997 Paper

E-O and SAR image analysis and registration applications

George Lampropoulos, Arezki Halet, Maria Rey, James Boulter

Proceedings Volume 3067, (1997) https://doi.org/10.1117/12.276115

KEYWORDS: Image segmentation, Image registration, Synthetic aperture radar, Roads, Image restoration, Image analysis, Sensors, Image processing algorithms and systems, Satellite imaging, Satellites

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Proceedings Article | 27 June 1996 Paper

Space-based multisensor multispectra nonstationary image analysis

George Lampropoulos, James Boulter

Proceedings Volume 2744, (1996) https://doi.org/10.1117/12.243469

KEYWORDS: Image processing, Satellites, Target detection, Image sensors, Motion estimation, 3D image processing, 3D image restoration, Image compression, Image analysis, Satellite imaging

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Proceedings Article | 27 June 1996 Paper

New technique for noisy target discrimination

Arezki Halet, George Lampropoulos, Tue Huynh

Proceedings Volume 2744, (1996) https://doi.org/10.1117/12.243484

KEYWORDS: Transform theory, Matrices, Distance measurement, Data centers, Antimony, Machine learning, Algorithm development, Feature selection, Information theory, Analytical research

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Proceedings Article | 29 September 1995 Paper

Multispectra infrared sequential image processing for point target detection

George Lampropoulos, James Boulter

Proceedings Volume 2553, (1995) https://doi.org/10.1117/12.221353

KEYWORDS: Sensors, Target detection, Signal to noise ratio, Image fusion, Data fusion, Sensor fusion, Information fusion, Palladium, Image processing, Infrared radiation

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Proceedings Article | 29 September 1995 Paper

Statistical infrared image analysis

Vassilis Anastassopoulos, George Lampropoulos

Proceedings Volume 2553, (1995) https://doi.org/10.1117/12.221354

KEYWORDS: Statistical analysis, Statistical modeling, Image segmentation, Data modeling, Infrared radiation, Infrared imaging, Scattering, Mathematical modeling, Image processing, Thermography

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Proceedings Article | 17 October 1994 Paper

Three-dimensional multiframe/multispectra space-based infrared restoration

George Lampropoulos, James Boulter

Proceedings Volume 2269, (1994) https://doi.org/10.1117/12.188625

KEYWORDS: 3D image processing, Point spread functions, Infrared technology, Error analysis, Image restoration, 3D image restoration, Image processing, Infrared radiation, Data modeling, Matrices

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