Dr. Ismail I. Jouny Profile

Dr. Ismail I. Jouny

Professor

SPIE Involvement:

Author

Publications (45)

Proceedings Article | 7 June 2024 Presentation + Paper

Stepped-frequency radar target recognition with random forests

I. Jouny

Proceedings Volume 13039, 130390A (2024) https://doi.org/10.1117/12.3007473

KEYWORDS: Target recognition, Radar, Random forests, Backscatter, Detection and tracking algorithms, Signal to noise ratio, Education and training, Frequency response, Data modeling, Electromagnetism

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Proceedings Article | 7 June 2024 Presentation + Paper

Radar target recognition based on complex compressive sensing of stepped-frequency returns

Ismail Jouny

Proceedings Volume 13057, 130570H (2024) https://doi.org/10.1117/12.3007475

KEYWORDS: Radar, Compressed sensing, Denoising, Target recognition, Feature selection, Frequency response, Detection and tracking algorithms, Radar signal processing, Wavelets

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Proceedings Article | 31 May 2022 Presentation + Paper

Stepped frequency radar target recognition using 1D-CNN

I. Jouny

Proceedings Volume 12096, 120960C (2022) https://doi.org/10.1117/12.2618613

KEYWORDS: Target recognition, Radar, Backscatter, Data modeling, Neural networks, Convolutional neural networks, Signal to noise ratio, Scattering, Monte Carlo methods, Fourier transforms

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Proceedings Article | 12 April 2021 Presentation + Paper

Radar target classification using fusion of compressively sensed backscatter

Ismail Jouny

Proceedings Volume 11729, 117290T (2021) https://doi.org/10.1117/12.2587049

KEYWORDS: Radar, Backscatter, Target recognition, Data fusion, Sensors, Scattering, Feature extraction, System identification, Sensing systems, Image fusion

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Proceedings Article | 24 April 2020 Presentation + Paper

Radar target recognition using structured sparse representation

Ismail Jouny

Proceedings Volume 11394, 113940G (2020) https://doi.org/10.1117/12.2550647

KEYWORDS: Radar, Target recognition, Associative arrays, Pattern recognition, Backscatter, Algorithm development, Feature extraction, Data modeling, Classification systems, Detection and tracking algorithms

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Proceedings Article | 22 April 2020 Presentation + Paper

Target recognition using the time-frequency representation of the impulse response

Ismail Jouny

Proceedings Volume 11423, 114230X (2020) https://doi.org/10.1117/12.2550649

KEYWORDS: Time-frequency analysis, Radar, Target recognition, Signal to noise ratio, Scattering, Backscatter, Feature extraction, Contamination, Data modeling

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Proceedings Article | 14 May 2019 Presentation + Paper

Radar target recognition using wavelet-based features extracted from compressively sensed signatures

Ismail Jouny

Proceedings Volume 10988, 109880H (2019) https://doi.org/10.1117/12.2513953

KEYWORDS: Wavelets, Target recognition, Radar, Compressed sensing, Signal processing, Feature extraction, Scattering, Denoising, Radar signal processing, Wavelet transforms

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Proceedings Article | 7 May 2019 Presentation + Paper

Radar target identification using HRRP-based features and Extreme Learning Machines

Ismail Jouny

Proceedings Volume 11018, 1101813 (2019) https://doi.org/10.1117/12.2514479

KEYWORDS: Radar, Target recognition, Pattern recognition, Detection and tracking algorithms, Signal to noise ratio, Multilayers, Synthetic aperture radar, Feature extraction, Particle swarm optimization, Neural networks

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Proceedings Article | 30 April 2018 Presentation + Paper

On adaptive compressive sensing and radar target recognition

Ismail Jouny

Proceedings Volume 10648, 106480L (2018) https://doi.org/10.1117/12.2305088

KEYWORDS: Compressed sensing, Radar, Target recognition, Detection and tracking algorithms, Signal to noise ratio, Signal processing, Data modeling, Signal detection, Target detection, Error analysis

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Proceedings Article | 2 May 2017 Presentation + Paper

Radar target classification using compressively sensed features

Ismail Jouny

Proceedings Volume 10200, 1020019 (2017) https://doi.org/10.1117/12.2249632

KEYWORDS: Radar, Compressed sensing, Scattering, Signal to noise ratio, Target recognition, Data modeling, Fourier transforms, Library classification systems, Distance measurement, Backscatter

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Proceedings Article | 12 May 2016 Paper

Radar target identification using probabilistic classification vector machines

I. Jouny

Proceedings Volume 9844, 98440L (2016) https://doi.org/10.1117/12.2224103

KEYWORDS: Algorithm development, Radar, Target recognition, Data modeling, Binary data, Detection and tracking algorithms, Signal to noise ratio, Backscatter, Genetic algorithms, Feature extraction

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Proceedings Article | 21 May 2015 Paper

Transform domain steganography with blind source separation

Ismail Jouny

Proceedings Volume 9497, 94970C (2015) https://doi.org/10.1117/12.2176439

KEYWORDS: Steganography, Wavelets, Multimedia, Quality measurement, Steganalysis, Wavelet transforms, Independent component analysis, Distance measurement, Image quality, Fourier transforms

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Proceedings Article | 13 June 2014 Paper

Radar target identification using various nearest neighbor techniques

I. Jouny

Proceedings Volume 9090, 90900B (2014) https://doi.org/10.1117/12.2049839

KEYWORDS: Radar, Target recognition, Backscatter, Signal to noise ratio, Data modeling, Classification systems, Receivers, Performance modeling, Phase shifts, Feature extraction

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Proceedings Article | 3 May 2012 Paper

Radar target recognition using non-cooperative scatterer matching game

Ismail Jouny

Proceedings Volume 8391, 83910B (2012) https://doi.org/10.1117/12.919977

KEYWORDS: Radar, Target recognition, Scattering, Signal to noise ratio, Detection and tracking algorithms, Data modeling, Classification systems, Automatic target recognition, Target detection, Error analysis

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Proceedings Article | 13 May 2010 Paper

Stochastic resonance and suboptimal radar target classification

Ismail Jouny

Proceedings Volume 7696, 769612 (2010) https://doi.org/10.1117/12.852552

KEYWORDS: Signal to noise ratio, Backscatter, Radar, Stochastic processes, Interference (communication), Neural networks, Scattering, Sensors, Data modeling, Classification systems

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Proceedings Article | 14 April 2008 Paper

Particle swarm optimization for radar target recognition and modeling

Ismail Jouny

Proceedings Volume 6967, 69670K (2008) https://doi.org/10.1117/12.779092

KEYWORDS: Particle swarm optimization, Particles, Radar, Target recognition, Autoregressive models, Neural networks, Detection and tracking algorithms, Data modeling, Cognitive modeling, Statistical modeling

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Proceedings Article | 7 May 2007 Paper

Target identification using multi-radar fusion

I. Jouny

Proceedings Volume 6566, 65660M (2007) https://doi.org/10.1117/12.717701

KEYWORDS: Sensors, Target recognition, Radar, Detection and tracking algorithms, Data modeling, Signal to noise ratio, Sensor fusion, Sensor networks, Telecommunications, Computing systems

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Proceedings Article | 19 May 2006 Paper

Analysis of subbanding techniques in blind source separation

John Kolba, Ismail Jouny

Proceedings Volume 6236, 623602 (2006) https://doi.org/10.1117/12.666610

KEYWORDS: Intelligence systems, Sensors, Wavelets, Radar, Signal processing, Statistical analysis, Data processing, Denoising, Signal detection, MATLAB

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Proceedings Article | 18 April 2006 Paper

A practical timing attack on RSA over a LAN

Mark Lodato, Ismail Jouny

Proceedings Volume 6241, 624111 (2006) https://doi.org/10.1117/12.673492

KEYWORDS: Local area networks, Solid state lighting, CRTs, Calibration, Detection and tracking algorithms, Cryptanalysis, Switching, Binary data, Error analysis, Information assurance

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Proceedings Article | 21 September 2004 Paper

Target identification using fractional Fourier features

Ismail Jouny

Proceedings Volume 5426, (2004) https://doi.org/10.1117/12.543065

KEYWORDS: Target recognition, Radar, Fractional fourier transform, Scattering, Time-frequency analysis, Signal to noise ratio, Feature extraction, Electromagnetic scattering, Fourier transforms, Automatic target recognition

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Proceedings Article | 21 September 2004 Paper

Landmine detection using fractional Fourier signatures

Ismail Jouny

Proceedings Volume 5415, (2004) https://doi.org/10.1117/12.543072

KEYWORDS: Land mines, Fractional fourier transform, General packet radio service, Feature extraction, Sensors, Mining, Time-frequency analysis, Sensor performance, Fourier spectroscopy, Fourier transforms

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Proceedings Article | 16 September 2003 Paper

Detection of variable-depth nonmetallic mines using fuzzy logic

Ashley Wesmiller, Ismail Jouny

Proceedings Volume 5094, (2003) https://doi.org/10.1117/12.486805

KEYWORDS: Land mines, Fuzzy logic, Signal to noise ratio, Mining, Sensors, General packet radio service, Detection and tracking algorithms, Optical spheres, Data centers, Antennas

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Proceedings Article | 11 September 2003 Paper

Fixed-depth and variable-depth landmine detection using sequential probability ratio test

Mark Kolba, Ismail Jouny

Proceedings Volume 5089, (2003) https://doi.org/10.1117/12.486806

KEYWORDS: Mining, Land mines, Sensors, Detection and tracking algorithms, Signal to noise ratio, General packet radio service, Algorithm development, Statistical analysis, Optical spheres, Antennas

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Proceedings Article | 25 July 2002 Paper

Detection of variable-depth shallow nonmetallic mines

Ismail Jouny, Ashley Wesmiller, Gregg Berman

Proceedings Volume 4726, (2002) https://doi.org/10.1117/12.477044

KEYWORDS: Land mines, Mining, General packet radio service, Wavelets, Sensors, Target detection, Radar, Data centers, Ground penetrating radar, Sensor performance

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Proceedings Article | 22 October 2001 Paper

Tumor detection using digital mammography

Gary Preis, Ismail Jouny

Proceedings Volume 4379, (2001) https://doi.org/10.1117/12.445404

KEYWORDS: Mammography, Wavelets, Neural networks, Tissues, Tumors, Digital mammography, Feature extraction, Algorithm development, Detection and tracking algorithms, Databases

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Proceedings Article | 22 October 2001 Paper

Post interaural neural net-based vowel recognition

Ismail Jouny

Proceedings Volume 4379, (2001) https://doi.org/10.1117/12.445403

KEYWORDS: Neural networks, Head, Ear, Autoregressive models, Detection and tracking algorithms, Internet, Classification systems, Brain, Speech recognition, Data processing

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Proceedings Article | 17 August 2000 Paper

Recovery of partially occluded speech segments using Hopfield neural network

Ismail Jouny, Brian MacDonald

Proceedings Volume 4050, (2000) https://doi.org/10.1117/12.395557

KEYWORDS: Neural networks, Signal to noise ratio, Neurons, Data communications, Contamination, Content addressable memory, Telecommunications, Interference (communication), Internet, Error control coding

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Proceedings Article | 17 August 2000 Paper

Sequential classification of radar targets

Ismail Jouny

Proceedings Volume 4050, (2000) https://doi.org/10.1117/12.395590

KEYWORDS: Radar, Target recognition, Backscatter, Scattering, Signal to noise ratio, Fourier transforms, Calibration, Statistical analysis, Performance modeling, Error analysis

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Proceedings Article | 24 August 1999 Paper

Target identification using discriminative learning and feature extraction

Ismail Jouny, S. Shaw

Proceedings Volume 3718, (1999) https://doi.org/10.1117/12.359976

KEYWORDS: Radar, Target recognition, Neural networks, Signal to noise ratio, Feature extraction, Scattering, Neurons, Error analysis, Automatic target recognition, Detection and tracking algorithms

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Proceedings Article | 18 September 1998 Paper

Radar target identification using genetic algorithms

Ismail Jouny

Proceedings Volume 3371, (1998) https://doi.org/10.1117/12.323832

KEYWORDS: Radar, Target recognition, Scattering, Genetic algorithms, Detection and tracking algorithms, Backscatter, Binary data, Signal to noise ratio, Genetics, Distance measurement

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Proceedings Article | 18 September 1998 Paper

CDMA signal recovery using bispectral slices

Ismail Jouny, C. Wu

Proceedings Volume 3371, (1998) https://doi.org/10.1117/12.323877

KEYWORDS: Interference (communication), Signal processing, Binary data, Contamination, Signal to noise ratio, Code division multiplexing, Receivers, Fourier transforms, Telecommunications, Modulation

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Proceedings Article | 23 June 1997 Paper

Direction-of-arrival estimation using wavelet-based beam-space processing

Ismail Jouny, Moeness Amin

Proceedings Volume 3069, (1997) https://doi.org/10.1117/12.277144

KEYWORDS: Wavelets, Spatial filters, Beam analyzers, Antennas, Electronic filtering, Wavelet transforms, Array processing, Detection and tracking algorithms, Spatial resolution, Signal attenuation

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Proceedings Article | 23 June 1997 Paper

Classification of radar clutter using features extracted from the time-frequency domain

Ismail Jouny, C. Wu

Proceedings Volume 3069, (1997) https://doi.org/10.1117/12.277143

KEYWORDS: Radar, Time-frequency analysis, Scattering, Backscatter, Feature extraction, Target detection, Autoregressive models, Target recognition, Detection and tracking algorithms, Buildings

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Proceedings Article | 4 April 1997 Paper

Neural network face recognition using wavelets

Passant Karunaratne, Ismail Jouny

Proceedings Volume 3077, (1997) https://doi.org/10.1117/12.271480

KEYWORDS: Facial recognition systems, Neural networks, Image processing, Wavelets, Image segmentation, Visual system, Wavelet image processing, Databases, Image compression, Denoising

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Proceedings Article | 24 May 1996 Paper

Target identification in the time-frequency domain

Ismail Jouny, Passant Karunaratne, Moeness Amin

Proceedings Volume 2756, (1996) https://doi.org/10.1117/12.241152

KEYWORDS: Target recognition, Radar, Time-frequency analysis, Scattering, Backscatter, Feature extraction, Pattern recognition, Statistical analysis, Electromagnetic scattering, Interference (communication)

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Proceedings Article | 24 May 1996 Paper

Performance of uniform and nonuniform subband constrained adaptive beam forming under broadband correlated arrivals

Ismail Jouny, Moeness Amin

Proceedings Volume 2756, (1996) https://doi.org/10.1117/12.241151

KEYWORDS: Radar, Sensors, Phased arrays, Wavelet transforms, Scattering, Wavelets, Antennas, Chlorine, Array processing, Fourier transforms

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Proceedings Article | 22 March 1996 Paper

Radial basis function networks for predicting power system harmonics

Stephen Kaprielian, Ismail Jouny

Proceedings Volume 2760, (1996) https://doi.org/10.1117/12.235910

KEYWORDS: Distortion, Signal processing, Neural networks, Complex systems, Switching, Data centers, Network architectures, Control systems, Transformers, Chemical elements

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Proceedings Article | 22 March 1996 Paper

Investigation of arbitrage opportunities in the Eurodollar futures market using neural networks

Victoria Yung, Ismail Jouny, Donald Chambers

Proceedings Volume 2760, (1996) https://doi.org/10.1117/12.235909

KEYWORDS: Neural networks, Statistical analysis, Data centers, Information security, Mathematical modeling, Data modeling, Chemical elements, Resistance, Signal processing, Pattern recognition

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Proceedings Article | 5 July 1995 Paper

Identification of fuzzy target signatures using neural networks

David Rosner, Ismail Jouny

Proceedings Volume 2485, (1995) https://doi.org/10.1117/12.213079

KEYWORDS: Radar, Target recognition, Neural networks, Neurons, Scattering, Signal to noise ratio, Fuzzy logic, Feature extraction, Backscatter, Error analysis

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Proceedings Article | 20 April 1995 Paper

Acoustic resonance spectroscopy for the classification of fluids using smart structure technology

C. Angell, Ismail Jouny, Kim Bennett

Proceedings Volume 2444, (1995) https://doi.org/10.1117/12.207676

KEYWORDS: Autoregressive models, Fiber optics sensors, Smart structures, Acoustics, Spectroscopy, Nondestructive evaluation, Sensors, Classification systems, Modeling, Multimode fibers

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Proceedings Article | 29 July 1994 Paper

Applications of wavelet subband decomposition in adaptive arrays

Ismail Jouny

Proceedings Volume 2234, (1994) https://doi.org/10.1117/12.181044

KEYWORDS: Wavelets, Signal processing, Radar, Wavelet transforms, Array processing, Chemical elements, Condition numbers, Radar signal processing, Digital filtering, Fourier transforms

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Proceedings Article | 15 October 1993 Paper

Target classification using wavelet decomposition features

Ismail Jouny

Proceedings Volume 1960, (1993) https://doi.org/10.1117/12.160584

KEYWORDS: Wavelets, Radar, Scattering, Wavelet transforms, Target recognition, Object recognition, Electronic filtering, Fourier transforms, Target detection, Signal detection

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Proceedings Article | 16 September 1992 Paper

Character recognition using a multistage neural network

Ismail Jouny, Matthew Sheridan

Proceedings Volume 1700, (1992) https://doi.org/10.1117/12.138308

KEYWORDS: Neural networks, Neurons, Image segmentation, Optical character recognition, Object recognition, Content addressable memory, Classification systems, Network architectures, Image compression, Tolerancing

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Proceedings Article | 16 September 1992 Paper

Estimation of target scattering centers using neural network learning algorithms

Ismail Jouny

Proceedings Volume 1700, (1992) https://doi.org/10.1117/12.138265

KEYWORDS: Neural networks, Scattering, Detection and tracking algorithms, Evolutionary algorithms, Radar, Target recognition, Fourier transforms, Object recognition, Signal to noise ratio, Data modeling

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Proceedings Article | 1 August 1991 Paper

Applications of the bispectrum in radar signature analysis and target identification

Ismail Jouny, Frederick Garber, Randolph Moses, Eric Walton

Proceedings Volume 1471, (1991) https://doi.org/10.1117/12.44873

KEYWORDS: Radar, Target recognition, Scattering, Object recognition, Automatic target recognition, Detection and tracking algorithms, Backscatter, Feature extraction, Fourier transforms, Signal to noise ratio

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