Dr. Soundararajan Ezekiel Profile

Dr. Soundararajan Ezekiel

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Publications (16)

Proceedings Article | 14 June 2023 Presentation + Paper

Exploring the tractability of data fusion models for detecting anomalies in IoT-based dataset

Devagopal A. M., Vishal Menon, Soundararajan Ezekiel, Pankaj Chaudhary

Proceedings Volume 12522, 125220E (2023) https://doi.org/10.1117/12.2662802

KEYWORDS: Data modeling, Performance modeling, Internet of things, Education and training, Deep learning, Machine learning, Decision trees, Systems modeling, Feature extraction, Data fusion

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Proceedings Article | 12 April 2021 Presentation + Paper

Zigbee as a candidate standard for use in anomaly detection in IoT LANs

Alex Robbins, Waleed Farag, Xin-Wen Wu, Pankaj Chaudhary

Proceedings Volume 11751, 117510K (2021) https://doi.org/10.1117/12.2588155

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Proceedings Article | 3 June 2019 Paper

Malware classification using fusion of neural networks

Adam Lutz, Victor Sansing, Waleed Farag, Soundararajan Ezekiel

Proceedings Volume 11013, 110130X (2019) https://doi.org/10.1117/12.2533344

KEYWORDS: Data modeling, Data fusion, Feature extraction, RGB color model, Machine learning, Network architectures, Neural networks, Image compression, Binary data, Image classification

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Proceedings Article | 6 June 2017 Presentation

Matrix sketching for big data reduction (Conference Presentation)

Soundararajan Ezekiel, Michael Giansiracusa

Proceedings Volume 10199, 101990F (2017) https://doi.org/10.1117/12.2262937

KEYWORDS: Matrices, Machine learning, Information science, Digital video recorders, Video, Analytics, Current controlled current source

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Proceedings Article | 6 June 2017 Presentation + Paper

Double-density and dual-tree based methods for image super resolution

Michael Giansiracusa, Erik Blasch, Paul Singerman, Soundararajan Ezekiel

Proceedings Volume 10199, 101990G (2017) https://doi.org/10.1117/12.2262940

KEYWORDS: Super resolution, Wavelets, Discrete wavelet transforms, Image resolution, Fourier transforms

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Proceedings Article | 6 June 2017 Presentation + Paper

General linear hypothesis test: a method for algorithm selection

Paul Singerman, Erik Blasch, Michael Giansiracusa, Soundararajan Ezekiel

Proceedings Volume 10199, 101990E (2017) https://doi.org/10.1117/12.2262929

KEYWORDS: Image fusion, Binary data, Statistical analysis

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Proceedings Article | 31 May 2016 Paper

A comparative study of multi-focus image fusion validation metrics

Michael Giansiracusa, Adam Lutz, Neal Messer, Soundararajan Ezekiel, Mark Alford, Erik Blasch, Adnan Bubalo, Michael Manno

Proceedings Volume 9841, 98410J (2016) https://doi.org/10.1117/12.2224349

KEYWORDS: Image fusion, Information visualization, Visualization, Receivers, Information fusion, Principal component analysis, Sensors, Image quality, Signal to noise ratio, Infrared imaging

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Proceedings Article | 31 May 2016 Paper

Multi-focus and multi-modal fusion: a study of multi-resolution transforms

Michael Giansiracusa, Adam Lutz, Soundararajan Ezekiel, Mark Alford, Erik Blasch, Adnan Bubalo, Millicent Thomas

Proceedings Volume 9841, 98410I (2016) https://doi.org/10.1117/12.2224347

KEYWORDS: Image fusion, Transform theory, Data fusion, Wavelets, Principal component analysis, Image processing, Fourier transforms, Discrete wavelet transforms, Algorithm development, Image quality

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Proceedings Article | 31 May 2016 Paper

Bandelet-based image fusion: a comparative study for multi-focus images

Michael Giansiracusa, Adam Lutz, Neal Messer, Soundararajan Ezekiel, Erik Blasch, Mark Alford

Proceedings Volume 9841, 98410F (2016) https://doi.org/10.1117/12.2224329

KEYWORDS: Image fusion, Information visualization, Algorithm development, Wavelets, Image processing, Infrared imaging, Principal component analysis, Visible radiation, Feature extraction, Image registration

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Proceedings Article | 31 May 2016 Paper

Optimal multi-focus contourlet-based image fusion algorithm selection

Adam Lutz, Michael Giansiracusa, Neal Messer, Soundararajan Ezekiel, Erik Blasch, Mark Alford

Proceedings Volume 9841, 98410E (2016) https://doi.org/10.1117/12.2224325

KEYWORDS: Image fusion, Information visualization, Wavelets, Visualization, Image filtering, Image quality, Visible radiation, Discrete wavelet transforms, Image segmentation, Principal component analysis

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Proceedings Article | 11 June 2015 Paper

Information fusion performance evaluation for motion imagery data using mutual information: initial study

Samuel Grieggs, Michael McLaughlin, Soundararajan Ezekiel, Erik Blasch

Proceedings Volume 9473, 94730A (2015) https://doi.org/10.1117/12.2180780

KEYWORDS: Image fusion, Video, Image quality, Edge detection, Image processing, Databases, Information fusion, Video processing, Algorithm development, Image compression

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Proceedings Article | 19 June 2014 Paper

No-reference multiscale blur detection tool for content based image retrieval

Soundararajan Ezekiel, Russell Stocker, Kyle Harrity, Mark Alford, David Ferris, Erik Blasch, Mark Gorniak

Proceedings Volume 9089, 90890I (2014) https://doi.org/10.1117/12.2058062

KEYWORDS: Image quality, Wavelets, Edge detection, Image filtering, Linear filtering, Model-based design, Image analysis, Error analysis, Discrete wavelet transforms, Content based image retrieval

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Proceedings Article | 19 June 2014 Paper

Wavelet-based polarimetry analysis

Soundararajan Ezekiel, Kyle Harrity, Waleed Farag, Mark Alford, David Ferris, Erik Blasch

Proceedings Volume 9089, 90890N (2014) https://doi.org/10.1117/12.2058054

KEYWORDS: Wavelets, Polarization, Long wavelength infrared, Polarimetry, Image segmentation, Signal processing, Infrared radiation, Infrared imaging, Image processing, Algorithm development

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Proceedings Article | 19 June 2014 Paper

Seismic data fusion anomaly detection

Kyle Harrity, Erik Blasch, Mark Alford, Soundararajan Ezekiel, David Ferris

Proceedings Volume 9089, 90890L (2014) https://doi.org/10.1117/12.2058039

KEYWORDS: Signal detection, Wavelets, Detection and tracking algorithms, Data fusion, Neural networks, Signal processing, Image fusion, Electrocardiography, Signal generators, Discrete wavelet transforms

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Proceedings Article | 15 April 2010 Paper

Wavelet-based image registration

Christopher Paulson, Soundararajan Ezekiel, Dapeng Wu

Proceedings Volume 7704, 77040M (2010) https://doi.org/10.1117/12.851210

KEYWORDS: Wavelets, Image registration, Detection and tracking algorithms, Image filtering, Algorithm development, Gaussian filters, Feature extraction, Linear filtering, Machine vision, Computer vision technology

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Proceedings Article | 19 October 1998 Paper

Fast fractal image compression with triangulation wavelets

D. Hebert, Ezekiel Soundararajan

Proceedings Volume 3458, (1998) https://doi.org/10.1117/12.328132

KEYWORDS: Image compression, Wavelets, Iterated function systems, Fractal analysis, Binary data, Fast wavelet transforms, Neodymium, Image storage, Image processing, Computer programming

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Showing 5 of 16 publications

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