Prof. Mohammad S. Alam Profile

Prof. Mohammad S. Alam

Professor at Minnesota State University

SPIE Involvement:

Conference Chair | Author | Editor

Publications (241)

Proceedings Article | 7 June 2024 Poster + Paper

Attention-based fusion network for image forgery localization

Wenhui Gong, Yan Chen, Mohammad Alam, Jun Sang

Proceedings Volume 13040, 130400I (2024) https://doi.org/10.1117/12.3021676

KEYWORDS: Image fusion, RGB color model, Cameras, Feature extraction, Feature fusion, Education and training, Convolution, Data modeling, Image enhancement, Image segmentation

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Proceedings Article | 7 June 2024 Poster + Paper

High-capacity reversible information hiding based on multi-difference histogram and gray coding

Wenhui Gong, Xiaowen Chen, Mohammad Alam, Jun Sang

Proceedings Volume 13040, 130400H (2024) https://doi.org/10.1117/12.3018039

KEYWORDS: Histograms, Data hiding, Image encryption, Image processing, Image restoration, Image compression, Antimony, Information security, Image quality, Dubnium

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Proceedings Article | 13 June 2023 Poster + Paper

MSAGNet: crowd counting network based on multi-scale attention grading

Zhiwei Wu, Peirong Ji, Yan Chen, Mohammad Alam, Jun Sang

Proceedings Volume 12527, 125270S (2023) https://doi.org/10.1117/12.2663713

KEYWORDS: Education and training, Feature extraction, Machine learning, Feature fusion, Data modeling, Visualization, Associative arrays, Convolutional neural networks, Switching, Safety

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Proceedings Article | 13 June 2023 Presentation + Paper

U-PEN++: redesigning U-PEN architecture with multi-head attention for retinal image segmentation

Sidike Paheding, Abel Reyes, Jeevan Devagiri, Vijayan Asari, Mohammad Alam

Proceedings Volume 12527, 1252702 (2023) https://doi.org/10.1117/12.2663305

KEYWORDS: Image segmentation, Medical imaging, Convolution, Deep learning, Transformers, Machine learning

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Proceedings Article | 13 June 2023 Poster + Paper

Real-time crowd counting via mobile-friendly Vision Transformer network

Peirong Ji, Zhiwei Wu, Yan Chen, Mohammad Alam, Jun Sang

Proceedings Volume 12527, 125270U (2023) https://doi.org/10.1117/12.2663761

KEYWORDS: Transformers, Visual process modeling, Feature extraction, Performance modeling, Education and training, Visualization, Head, Convolutional neural networks, Switching, Object detection

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Proceedings Article | 13 June 2023 Poster + Paper

Makeup transfer based on Laplacian pyramid network

Yan Chen, Wenhui Gong, Mohammad Alam, Jun Sang

Proceedings Volume 12527, 125270T (2023) https://doi.org/10.1117/12.2663756

KEYWORDS: Feature extraction, Image fusion, Image processing, Education and training, Skin, Histograms, Feature fusion, Laser induced plasma spectroscopy, Image resolution, Image quality

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Proceedings Article | 27 May 2022 Paper

RA-MISNet: multilevel information sharing network based on residual attention for crowd counting

Jun Sang, Shaoli Tian, Jinghan Tan, Mohammad Alam, Yan Chen

Proceedings Volume 12101, 121010K (2022) https://doi.org/10.1117/12.2618271

KEYWORDS: Image segmentation, Feature extraction, Head, Data modeling, Network architectures, Convolution, Machine vision, Computer vision technology

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Proceedings Article | 27 May 2022 Presentation + Paper

Medical image segmentation using U-Net and progressive neuron expansion

Sidike Paheding, Abel Reyes, Mohammad Alam, Vijayan Asari

Proceedings Volume 12101, 1210102 (2022) https://doi.org/10.1117/12.2616580

KEYWORDS: Image segmentation, Medical imaging, Convolution, Neural networks, Image processing algorithms and systems, Data modeling

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Proceedings Article | 12 April 2021 Paper

MSNet: multi-scale network for crowd counting

Ying Shi, Jun Sang, Mohammad Alam, Xinyue Liu, Shaoli Tian

Proceedings Volume 11735, 117350M (2021) https://doi.org/10.1117/12.2592677

KEYWORDS: Visualization, Machine vision, Distortion, Convolution, Computer vision technology

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Proceedings Article | 12 April 2021 Presentation + Paper

Pneumonia classification with capsule network by using x-ray images

Fei Long, Jun Sang, Mohammad Alam, Chunlin Huang, Xin Qiao

Proceedings Volume 11735, 117350S (2021) https://doi.org/10.1117/12.2592680

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Proceedings Article | 22 April 2020 Presentation + Paper

Comparative study on crowd counting with deep learning

Uzair Shabbir, Jun Sang, Mohammad Alam, Jinghan Tan, Xiaofeng Xia

Proceedings Volume 11400, 114000X (2020) https://doi.org/10.1117/12.2561160

KEYWORDS: Data modeling, Head, Visual process modeling, Convolution, Performance modeling, Network architectures, Convolutional neural networks, Computer vision technology, Amplifiers, Feature extraction

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Proceedings Article | 13 May 2019 Presentation + Paper

Taking correlation from 2D to 3D: optical methods and performance evaluation

P. Banerjee, U. Abeywickrema, H. Zhou, B. Bordbar, M. Alam, G. Nehmetallah, J. Khoury, L. Cao

Proceedings Volume 10995, 109950B (2019) https://doi.org/10.1117/12.2520309

KEYWORDS: Digital holography, 3D image processing, Joint transforms, Optical correlators, Computer generated holography, Fourier transforms

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Proceedings Article | 13 May 2019 Paper

Automated detection and classification for early stage lung cancer on CT images using deep learning

Nasrullah , Jun Sang, Mohammad Alam, Hong Xiang

Proceedings Volume 10995, 109950S (2019) https://doi.org/10.1117/12.2520333

KEYWORDS: Lung, Computed tomography, Lung cancer, 3D modeling, Cancer, 3D image processing, CAD systems, Network architectures, Image classification, Analytical research

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Proceedings Article | 13 May 2019 Paper

A crowd counting method based on multi-column dilated convolutional neural network

Weiqun Wu, Jun Sang, Mohammad Alam, Xiaofeng Xia, Jinghan Tan

Proceedings Volume 10995, 109950T (2019) https://doi.org/10.1117/12.2520338

KEYWORDS: Convolution, Convolutional neural networks, Head, Image processing, Statistical analysis, Safety, Neurons, Data modeling, Distortion, Network architectures

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Proceedings Article | 13 May 2019 Paper

A Chinese acoustic model based on convolutional neural network

Qian Zhang, Jun Sang, Mohammad Alam, Bin Cai, Li Yang

Proceedings Volume 10995, 109950U (2019) https://doi.org/10.1117/12.2520356

KEYWORDS: Acoustics, Speech recognition, Data modeling, Convolutional neural networks, Convolution, Signal attenuation, Neural networks, Performance modeling, Detection and tracking algorithms, Statistical modeling

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Proceedings Article | 9 May 2018 Presentation + Paper

ASIFT based recognition of fixed shape moving objects and tracking via modified particle filters

Haris Masood, Saad Rehman, Aimal Khan, Wasi Haider, Rupert Young, Phil Birch, Mohammad Alam

Proceedings Volume 10649, 106490C (2018) https://doi.org/10.1117/12.2304699

KEYWORDS: Particle filters, Object recognition, Detection and tracking algorithms, Image processing, Machine vision, Computer vision technology, Cameras, Zoom lenses, Environmental sensing

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Proceedings Article | 27 April 2018 Paper

Comparative study of local binary pattern and its shifted variant for osteoporosis identification

Hina Ajmal, Saad Rehman, Farhan Hussain, Muhammad Abbas, Aimal Khan, Rupert Young, Mohammad Alam

Proceedings Volume 10649, 1064908 (2018) https://doi.org/10.1117/12.2304721

KEYWORDS: Bone, Binary data, Radiography, Feature extraction, Image classification, Statistical analysis, Quantization, Image filtering, Image enhancement, Fractal analysis

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Proceedings Article | 1 May 2017 Paper

Image encryption with chaotic map and Arnold transform in the gyrator transform domains

Jun Sang, Hongling Luo, Jun Zhao, Mohammad Alam, Bin Cai

Proceedings Volume 10203, 102030P (2017) https://doi.org/10.1117/12.2266359

KEYWORDS: Image restoration, Computer programming, Image encryption, Gyrators, Computer security, Binary data, Symmetric-key encryption, Resistance

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Proceedings Article | 1 May 2017 Presentation + Paper

2D DOST based local phase pattern for face recognition

Md. Moniruzzaman, Mohammad Alam

Proceedings Volume 10203, 102030G (2017) https://doi.org/10.1117/12.2262806

KEYWORDS: Fourier transforms, Continuous wavelet transforms, Time-frequency analysis, Feature extraction, Phase shift keying, Interference (communication), Facial recognition systems, Joint transforms, Optical correlators, Wavelets, Phase shifts, Image filtering, Detection and tracking algorithms, 3D metrology, Pattern recognition, Databases

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Proceedings Article | 1 May 2017 Presentation + Paper

Wavelet filtered shifted phase-encoded joint transform correlation for face recognition

Md. Moniruzzaman, Mohammad Alam

Proceedings Volume 10203, 1020308 (2017) https://doi.org/10.1117/12.2262562

KEYWORDS: Fourier transforms, Wavelet transforms, Discrete wavelet transforms, Speckle, Wavelets, Facial recognition systems, Phase shifts, Joint transforms, Databases, Pattern recognition, Optical correlators

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SPIE Journal Paper | 21 July 2016

Automatic target tracking in forward-looking infrared video sequences using tuned basis functions

Abdullah Bal, Mohammad Alam

OE, Vol. 55, Issue 07, 073102, (July 2016) https://doi.org/10.1117/12.10.1117/1.OE.55.7.073102

KEYWORDS: Forward looking infrared, Target detection, Detection and tracking algorithms, Video, Automatic tracking, Optical tracking, Image segmentation, Cameras, Infrared radiation, Evolutionary algorithms

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Proceedings Article | 20 April 2016 Paper

On the security of gyrator transform-based image encryption by chosen-plaintext attack

Jun Sang, Mohammad Alam, Bin Cai

Proceedings Volume 9845, 98450V (2016) https://doi.org/10.1117/12.2223798

KEYWORDS: Gyrators, Computer security, Image encryption, Transform theory, Commercial off the shelf technology, Fourier transforms, Particle swarm optimization, Chemical elements, Analytical research

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Proceedings Article | 20 April 2016 Paper

Wavelet decomposition-based efficient face liveness detection

Md. Moniruzzaman, Mohammad Alam

Proceedings Volume 9845, 98450J (2016) https://doi.org/10.1117/12.2224181

KEYWORDS: Facial recognition systems, Wavelets, Fourier transforms, RGB color model, Video, Discrete wavelet transforms, Biometrics, Wavelet transforms, 3D modeling, Image processing, Databases, 3D image processing

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Proceedings Article | 20 April 2016 Paper

Face recognition using 4-PSK joint transform correlation

Md. Moniruzzaman, Mohammad Alam

Proceedings Volume 9845, 98450F (2016) https://doi.org/10.1117/12.2223756

KEYWORDS: Facial recognition systems, Phase shift keying, Joint transforms, Phase shifting, Image processing, Wavelets, 3D image processing, Wavelet transforms, Discrete wavelet transforms, Fourier transforms, Target recognition, Image filtering

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Proceedings Article | 20 April 2016 Paper

Investigation of correlation between vibrometric data and accelerometric data using spectral fringe-adjusted joint transform correlation

Adel Sakla, Mohammad Alam, Vijayan Asari

Proceedings Volume 9845, 98450U (2016) https://doi.org/10.1117/12.2225252

KEYWORDS: Joint transforms, Target detection, Hyperspectral target detection, Sensors, Hyperspectral imaging, Fourier transforms, Data conversion, Optical filters, Image enhancement, Image filtering

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Proceedings Article | 20 April 2016 Paper

Efficient face recognition using local derivative pattern and shifted phase-encoded fringe-adjusted joint transform correlation

Bikram Biswas, Mohammad Alam, Suparna Chowdhury

Proceedings Volume 9845, 98450I (2016) https://doi.org/10.1117/12.2222499

KEYWORDS: Facial recognition systems, Phase shifts, Joint transforms, Databases, Feature extraction, Binary data, Fourier transforms, Fingerprint recognition, Detection and tracking algorithms, Image processing

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SPIE Journal Paper | 22 May 2015

Detection of reappearing targets in forward-looking infrared video sequences

Mohammad Alam, Abdullah Bal

OE, Vol. 54, Issue 05, 053114, (May 2015) https://doi.org/10.1117/12.10.1117/1.OE.54.5.053114

KEYWORDS: Target detection, Detection and tracking algorithms, Forward looking infrared, Video, Sensors, Algorithm development, Optical engineering, Matrices, Image processing, Image segmentation

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Proceedings Article | 20 April 2015 Paper

A robust fringe-adjusted joint transform correlator for efficient object detection

Paheding Sidike, Vijayan Asari, Mohammad Alam

Proceedings Volume 9477, 947707 (2015) https://doi.org/10.1117/12.2086848

KEYWORDS: Target detection, Joint transforms, Detection and tracking algorithms, Image processing, Fourier transforms, Sensors, Optical correlators, Optical pattern recognition, Surveillance, Target recognition

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Proceedings Article | 20 April 2015 Paper

Efficient live face detection to counter spoof attack in face recognition systems

Bikram Kumar Biswas, Mohammad Alam

Proceedings Volume 9477, 947703 (2015) https://doi.org/10.1117/12.2177975

KEYWORDS: Facial recognition systems, Video, Biometrics, Fourier transforms, Photography, Information security, 3D image processing, Linear filtering, Databases, Image processing

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Proceedings Article | 27 February 2015 Paper

Multiple object detection in hyperspectral imagery using spectral fringe-adjusted joint transform correlator

Paheding Sidike, Vijayan Asari, Mohammad Alam

Proceedings Volume 9405, 940502 (2015) https://doi.org/10.1117/12.2076798

KEYWORDS: Target detection, Detection and tracking algorithms, Hyperspectral imaging, Joint transforms, Hyperspectral target detection, Image processing, Fourier transforms, Optical correlators, Reflectivity, Pattern recognition

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Proceedings Article | 5 May 2014 Paper

Graph-based filtering of urban LiDAR data

Yassine Belkhouche, Bill Buckles, Prakash Duraisamy, Mohammad Alam

Proceedings Volume 9094, 90940I (2014) https://doi.org/10.1117/12.2053188

KEYWORDS: LIDAR, Buildings, 3D modeling, Clouds, Optical filters, Data modeling, Process modeling, Data centers, Analytics, Computer science

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Proceedings Article | 5 May 2014 Paper

A rotation-invariant pattern recognition using spectral fringe-adjusted joint transform correlator and histogram representation

Paheding Sidike, Theus Aspiras, Vijayan Asari, Mohammad Alam

Proceedings Volume 9094, 90940F (2014) https://doi.org/10.1117/12.2050467

KEYWORDS: Target detection, Pattern recognition, Joint transforms, Detection and tracking algorithms, Image processing, Fourier transforms, Hyperspectral imaging, Target recognition, Optical correlators, Hyperspectral target detection

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Proceedings Article | 5 May 2014 Paper

Performance evaluation of photorefractive two-beam coupling joint transform correlator

G. Nehmetallah, P. Banerjee, M. Alam, J. Khoury

Proceedings Volume 9094, 909409 (2014) https://doi.org/10.1117/12.2054357

KEYWORDS: Joint transforms, Synthetic aperture radar, Signal to noise ratio, Optical correlators, Polymers, Spatial frequencies, Interference (communication), Image processing, Fourier transforms, Linear filtering

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Proceedings Article | 5 May 2014 Paper

Performance comparison of photorefractive two-beam coupling correlator with optimal filter based correlators

Jed Khoury, Mohammad Alam, Partha Banerjee, Georges Nehmetallah, William Durant, Daniel Martin, John Donoghue, N. Peyghambarian, M. Yamamoto

Proceedings Volume 9094, 909405 (2014) https://doi.org/10.1117/12.2054355

KEYWORDS: Image filtering, Optical correlators, Optical filters, Electronic filtering, Phase only filters, Signal to noise ratio, Optimal filtering, Joint transforms, Synthetic aperture radar, Interference (communication)

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Proceedings Article | 5 May 2014 Paper

Performance evaluation of optimal filters for target detection using SAR imagery

Mohammad Alam, Jed Khoury, Partha Banerjee, William Durant, Daniel Martin, Georges Nehmetallah

Proceedings Volume 9094, 90940C (2014) https://doi.org/10.1117/12.2054358

KEYWORDS: Phase only filters, Image filtering, Synthetic aperture radar, Microsoft Foundation Class Library, Image enhancement, Target detection, Fourier transforms, Optical correlators, Software development, Electronic filtering

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Proceedings Article | 7 March 2014 Paper

Illumination-invariant pattern recognition using fringe-adjusted joint transform correlator and monogenic signal

Paheding Sidike, Vijayan Asari, Mohammad Alam

Proceedings Volume 9024, 90240C (2014) https://doi.org/10.1117/12.2040752

KEYWORDS: Pattern recognition, Target detection, Joint transforms, Optical correlators, Detection and tracking algorithms, Electronic filtering, Object recognition, Target recognition, Image filtering, Fourier transforms

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SPIE Journal Paper | 10 October 2013

Logarithmic fringe-adjusted joint transform correlation

Paheding Sidike, Mohammad Alam

OE, Vol. 52, Issue 10, 103108, (October 2013) https://doi.org/10.1117/12.10.1117/1.OE.52.10.103108

KEYWORDS: Joint transforms, Fourier transforms, Detection and tracking algorithms, Image filtering, Optical engineering, Target detection, Optical correlators, Optical filters, Optical pattern recognition, Target recognition

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SPIE Journal Paper | 23 August 2013

Oil spill detection in ocean environment via ultrasonic imaging and spectral fringe-adjusted joint transform correlation

Nizam Chowdhury, Adel Sakla, Mohammad Alam

OE, Vol. 52, Issue 08, 083109, (August 2013) https://doi.org/10.1117/12.10.1117/1.OE.52.8.083109

KEYWORDS: Signal attenuation, Signal to noise ratio, Environmental sensing, Ultrasonics, Ultrasonography, Joint transforms, Target detection, Absorption, Scattering, Detection and tracking algorithms

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Proceedings Article | 28 May 2013 Paper

Performance evaluation of CCI on the forward CDMA channel

M. Alam, S. Alsharif, A. H. M. Hossain

Proceedings Volume 8753, 875305 (2013) https://doi.org/10.1117/12.2016660

KEYWORDS: Antennas, Monte Carlo methods, Wireless communications, Telecommunications, Computer simulations, Computing systems, Transmitters, Mobile devices, Network architectures, Signal to noise ratio

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Proceedings Article | 29 April 2013 Paper

Image registration under poor illumination using calibrated cameras

Prakash Duraisamy, Stephen Jackson, Mohammed Alam, Bill Buckles

Proceedings Volume 8748, 87480F (2013) https://doi.org/10.1117/12.2016355

KEYWORDS: Cameras, Image registration, Image segmentation, Image fusion, Image sensors, Sensors, Matrices, Calibration, Feature extraction, Medical imaging

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Proceedings Article | 29 April 2013 Paper

Robust 3D reconstruction using LiDAR and N - visual image

Prakash Duraisamy, Stephen Jackson, Kamesh Namuduri, Mohammed Alam, Bill Buckles

Proceedings Volume 8748, 874808 (2013) https://doi.org/10.1117/12.2016357

KEYWORDS: Cameras, 3D modeling, Visualization, LIDAR, 3D image processing, 3D image reconstruction, Image visualization, Image segmentation, Visual process modeling, Data modeling

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Proceedings Article | 29 April 2013 Paper

Smart pattern recognition

A. Alfalou, C. Brosseau, M. Alam

Proceedings Volume 8748, 874809 (2013) https://doi.org/10.1117/12.2018249

KEYWORDS: Image filtering, Phase only filters, Composites, Optical correlators, Fourier transforms, Pattern recognition, Optical filters, Image segmentation, Facial recognition systems, Neodymium

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Proceedings Article | 29 April 2013 Paper

Efficient mine detection using wavelet PCA and morphological top hat filtering

Nizam Chowdhury, Mohammad Alam

Proceedings Volume 8748, 87480Q (2013) https://doi.org/10.1117/12.2018251

KEYWORDS: Principal component analysis, Detection and tracking algorithms, Image filtering, Wavelets, Target detection, Land mines, Feature extraction, Mining, Data conversion, Multispectral imaging

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Proceedings Article | 29 April 2013 Paper

JTC based concealed object detection in terahertz imaging

M. Habib, M. Alam, W. Al-Assadi

Proceedings Volume 8748, 87480R (2013) https://doi.org/10.1117/12.2018253

KEYWORDS: Terahertz radiation, Image enhancement, Millimeter wave imaging, Joint transforms, Image quality, Signal to noise ratio, Optical correlators, Fourier transforms, Edge detection, Image filtering

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Proceedings Article | 29 April 2013 Paper

Spectral fringe-adjusted joint transform correlation based efficient object classification in hyperspectral imagery

Paheding Sidike, Mohammad Alam

Proceedings Volume 8748, 87480T (2013) https://doi.org/10.1117/12.2018256

KEYWORDS: Hyperspectral imaging, Image filtering, Joint transforms, Optical filters, Fourier transforms, Image classification, Detection and tracking algorithms, Sensors, Target detection, Atmospheric corrections

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Proceedings Article | 29 April 2013 Paper

An image hiding method based on cascaded iterative Fourier transform and public-key encryption algorithm

B. Zhang, Jun Sang, Mohammad Alam

Proceedings Volume 8748, 87480H (2013) https://doi.org/10.1117/12.2018257

KEYWORDS: Image encryption, Fourier transforms, Image restoration, Image processing, Computer simulations, Numerical simulations, Detection and tracking algorithms, Optical image encryption, Data hiding, Visualization

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Proceedings Article | 15 October 2012 Paper

Ultrasonic hyperspectral imaging based oil detection in sea water via spectral fringe-adjusted joint transform correlation

Nizam Chowdhury, Adel Sakla, Mohammad Alam

Proceedings Volume 8498, 84981C (2012) https://doi.org/10.1117/12.981871

KEYWORDS: Signal attenuation, Signal to noise ratio, Ultrasonics, Hyperspectral imaging, Target detection, Joint transforms, Detection and tracking algorithms, Absorption, Automatic target recognition, Hyperspectral target detection

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Proceedings Article | 15 October 2012 Paper

Spectral unmixing of hyperspectral data for oil spill detection

P. Sidike, J. Khan, M. Alam, S. Bhuiyan

Proceedings Volume 8498, 84981B (2012) https://doi.org/10.1117/12.981870

KEYWORDS: Sensors, Hyperspectral imaging, Target detection, Solar radiation models, Optical filters, Atmospheric corrections, Detection and tracking algorithms, Image sensors, Spectroscopy, Spatial resolution

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Proceedings Article | 15 October 2012 Paper

Face recognition using a non-zero-order correlation plane and a nonlinear joint transform correlator

A. Alfalou, Nesrine Ben-Haj-Yahia, M. Elbouz, M. Alam

Proceedings Volume 8498, 84981A (2012) https://doi.org/10.1117/12.981868

KEYWORDS: Optical correlators, Facial recognition systems, Joint transforms, Denoising, Fourier transforms, Binary data, Databases, Image compression, Communication engineering, Computer engineering

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SPIE Journal Paper | 24 September 2012

Color image trend adjustment using a color bidimensional empirical mode decomposition method

Sharif Bhuiyan, Jesmin Khan, Mohammad Alam, Reza Adhami

JEI, Vol. 21, Issue 3, 033019, (September 2012) https://doi.org/10.1117/12.10.1117/1.JEI.21.3.033019

KEYWORDS: Image processing, Color image processing, Optical filters, Image filtering, RGB color model, Lithium, Bromine, 3D image processing, 3D displays, Image enhancement

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SPIE Journal Paper | 14 September 2012 Open Access

Adaptive nonlinear fringe-adjusted joint transform correlator

Isabelle Leonard, Ayman Alfalou, Mohammad Alam, Andreas Arnold-Bos

OE, Vol. 51, Issue 9, 098201, (September 2012) https://doi.org/10.1117/12.10.1117/1.OE.51.9.098201

KEYWORDS: Mining, Optical correlators, Joint transforms, Image filtering, Nonlinear optics, Binary data, Optical engineering, Video, Nonlinear filtering, Facial recognition systems

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Proceedings Article | 15 May 2012 Paper

Global-constrained hidden Markov model applied on wireless capsule endoscopy video segmentation

Yiwen Wan, Prakash Duraisamy, Mohammad Alam, Bill Buckles

Proceedings Volume 8384, 83840X (2012) https://doi.org/10.1117/12.919595

KEYWORDS: Video, Intestine, Image segmentation, Stomach, RGB color model, Feature extraction, Endoscopy, Image classification, Statistical modeling, Pattern recognition

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Proceedings Article | 23 April 2012 Paper

Sensitivity of optical correlation to color change of target images

M. Elbouz, A. Alfalou, C. Brosseau, M. S. Alam, S. Qasmi, Y. Ouerhani

Proceedings Volume 8398, 83980A (2012) https://doi.org/10.1117/12.919768

KEYWORDS: RGB color model, Image filtering, Optical filters, Optical correlators, Phase only filters, Image processing, Composites, Pattern recognition, Target recognition, Color image processing

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Proceedings Article | 23 April 2012 Paper

Identification and detection of oil and oil-derived substances at the surface and subsurface levels via hyperspectral imaging

M. S. Alam, R. Gollapalli, P. Sidike

Proceedings Volume 8398, 839802 (2012) https://doi.org/10.1117/12.921314

KEYWORDS: Hyperspectral imaging, Image classification, Sensors, Atmospheric corrections, Algorithm development, Reflectivity, Image sensors, Image analysis, Remote sensing, Detection and tracking algorithms

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Proceedings Article | 23 April 2012 Paper

Target tracking using nonlinear reference phase-encoded joint transform correlation

Mohammed Islam, Vijayan Asari, Mohammad Karim, Mohammad Alam

Proceedings Volume 8398, 83980B (2012) https://doi.org/10.1117/12.919786

KEYWORDS: Target detection, Joint transforms, Fourier transforms, Nonlinear filtering, Optical filters, Image processing, Target recognition, Nonlinear optics, Surgery, Optical pattern recognition

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Proceedings Article | 23 April 2012 Paper

A new time-adaptive discrete bionic wavelet transform for enhancing speech from adverse noise environment

Sumithra Palaniswamy, Prakash Duraisamy, Mohammad Showkat Alam, Xiaohui Yuan

Proceedings Volume 8398, 83980M (2012) https://doi.org/10.1117/12.919635

KEYWORDS: Wavelets, Signal to noise ratio, Wavelet transforms, Biomimetics, Interference (communication), Discrete wavelet transforms, Distance measurement, Speaker recognition, Denoising, Signal processing

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Proceedings Article | 23 April 2012 Paper

Spatial domain sharpening of color image employing bidimensional empirical mode decomposition

Sharif Bhuiyan, Jesmin Khan, Mohammad Alam

Proceedings Volume 8398, 83980J (2012) https://doi.org/10.1117/12.920525

KEYWORDS: Image processing, Image enhancement, Digital filtering, Optical filters, Color image processing, Image filtering, Filtering (signal processing), Signal processing, RGB color model, Gemini Planet Imager

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Proceedings Article | 22 September 2011 Paper

Nonlinear fringe-adjusted JTC-based face tracking using an adaptive decision criterion

I. Leonard, A. Alfalou, M. Alam

Proceedings Volume 8134, 81340M (2011) https://doi.org/10.1117/12.905266

KEYWORDS: Image filtering, Optical correlators, Image processing, Target recognition, Databases, Fourier transforms, Tolerancing, Digital filtering, Computer engineering, Facial recognition systems

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SPIE Journal Paper | 1 June 2011

Optical cryptographic system employing multiple reference-based joint transform correlation technique

Mohammed Nazrul Islam, Mohammad Ataul Karim, Mohammad Showkat Alam, K. Vijayan Asari

OE, Vol. 50, Issue 06, 068202, (June 2011) https://doi.org/10.1117/12.10.1117/1.3591120

KEYWORDS: Image encryption, Image compression, Computer security, Information security, Binary data, Joint transforms, Optical engineering, Image filtering, Optical image encryption, Computer simulations

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Proceedings Article | 24 May 2011 Paper

Performance evaluation of CCI on the reverse CDMA channel

M. Alam, S. Alsharif, A. H. Hossain

Proceedings Volume 8061, 806108 (2011) https://doi.org/10.1117/12.881968

KEYWORDS: Antennas, Monte Carlo methods, Wireless communications, Telecommunications, Transmitters, Mobile devices, Computing systems, Computer simulations, Network architectures, Signal to noise ratio

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Proceedings Article | 19 May 2011 Paper

Anomaly detection in hyperspectral imagery using stable distribution

S. Mercan, Mohammad Alam

Proceedings Volume 8049, 80490V (2011) https://doi.org/10.1117/12.884913

KEYWORDS: Target detection, Hyperspectral imaging, Data modeling, Hyperspectral target detection, Sensors, Reflectivity, Mahalanobis distance, Atmospheric sensing, Signal detection, Detection and tracking algorithms

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Proceedings Article | 26 April 2011 Paper

Empirical mode decomposition of the ECG signal for noise removal

Jesmin Khan, Sharif Bhuiyan, Gregory Murphy, Mohammad Alam

Proceedings Volume 8055, 805504 (2011) https://doi.org/10.1117/12.884744

KEYWORDS: Electrocardiography, Interference (communication), Heart, Signal processing, Electronic filtering, Electrodes, Denoising, Databases, Nonlinear filtering, Filtering (signal processing)

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Proceedings Article | 26 April 2011 Paper

Text encryption via double-random phase-encoding

Jun Sang, Shenggui Ling, Mohammad Alam

Proceedings Volume 8055, 80550U (2011) https://doi.org/10.1117/12.886117

KEYWORDS: Binary data, Image encryption, Data hiding, Information security, Image transmission, Computer security, Computer programming, Optical signal processing, Optical image encryption, Image restoration

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Proceedings Article | 26 April 2011 Paper

Kernel and stochastic expectation maximization fusion for target detection in hyperspectral imagery

M. Elbakary, M. Alam

Proceedings Volume 8055, 80550Q (2011) https://doi.org/10.1117/12.882616

KEYWORDS: Detection and tracking algorithms, Expectation maximization algorithms, Target detection, Scanning electron microscopy, Hyperspectral target detection, Hyperspectral imaging, Image fusion, Data modeling, Stochastic processes, Palladium

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Proceedings Article | 26 April 2011 Paper

Error correction in image registration using POCS

Prakash Duraisamy, Mohammad Alam, Stephen Jackson

Proceedings Volume 8055, 80550P (2011) https://doi.org/10.1117/12.886573

KEYWORDS: Image registration, Error analysis, Cameras, Pixel resolution, Image fusion, Super resolution, Real time imaging, Image processing, Image quality, Volume rendering

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Proceedings Article | 13 May 2010 Paper

Pattern recognition via multispectral, hyperspectral, and polarization-based imaging

Aed El-Saba, Mohammad Alam, Wesam Sakla

Proceedings Volume 7696, 76961M (2010) https://doi.org/10.1117/12.851689

KEYWORDS: Target detection, Sensors, Polarization, Target recognition, Image fusion, Hyperspectral target detection, Detection and tracking algorithms, Reflectivity, Pattern recognition, Data fusion

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Pattern recognition deals with the detection and identification of a specific target in an unknown input scene. Target features such as shape, color, surface dynamics, and material characteristics are common target attributes used for identification and detection purposes. Pattern recognition using multispectral (MS), hyperspectral (HS), and polarization-based spectral (PS) imaging can be effectively exploited to highlight one or more of these attributes for more efficient target identification and detection. In general, pattern recognition involves two steps: gathering target information from sensor data and identifying and detecting the desired target from sensor data in the presence of noise, clutter, and other artifacts. Multispectral and hyperspectral imaging (MSI/HSI) provide both spectral and spatial information about the target. As the reflection or emission spectral signatures depend on the elemental composition of objects residing within the scene, the polarization state of radiation is sensitive to the surface features such as relative smoothness or roughness, surface material, shapes and edges, etc. Therefore, polarization information imparted by surface reflections of the target yields unique and discriminatory signatures which could be used to augment spectral target detection techniques, through the fusion of sensor data. Sensor data fusion is currently being used to effectively recognize and detect one or more of the target attributes. However, variations between sensors and temporal changes within sensors can introduce noise in the measurements, contributing to additional target variability that hinders the detection process. This paper provides a quick overview of target identification and detection using MSI/HSI, highlighting the advantages and disadvantages of each. It then discusses the effectiveness of using polarization-based imaging in highlighting some of the target attributes at single and multiple spectral bands using polarization spectral imaging (PSI), known as spectropolarimetry imaging.

Proceedings Article | 13 May 2010 Paper

Trend adjustment in color images using bidimensional empirical mode decomposition

Sharif M. Bhuiyan, Jesmin Khan, Mohammad Alam

Proceedings Volume 7696, 76961R (2010) https://doi.org/10.1117/12.852469

KEYWORDS: Image processing, Color image processing, Digital filtering, Image enhancement, RGB color model, Lung, Feature extraction, Statistical analysis, Signal processing, Filtering (signal processing)

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Proceedings Article | 13 May 2010 Paper

Optical security system using multiple-reference joint transform correlation

M. Islam, M. Karim, M. Alam, K. Asari

Proceedings Volume 7696, 76961O (2010) https://doi.org/10.1117/12.851691

KEYWORDS: Computer security, Image encryption, Information security, Joint transforms, Binary data, Fourier transforms, Phase shifts, Computing systems, Computer simulations, Image filtering

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Proceedings Article | 28 April 2010 Paper

Efficient wireless location detection system

M. Alam, S. Alsharif, N. Haq

Proceedings Volume 7706, 77060C (2010) https://doi.org/10.1117/12.850147

KEYWORDS: Signal to noise ratio, Signal attenuation, Global Positioning System, Interference (communication), Telecommunications, Mathematical modeling, Binary data, Antennas, Wireless communications, Transmitters

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Proceedings Article | 1 September 2009 Paper

Pattern recognition in hyperspectral imagery using spectral JTC

Mohammad Alam

Proceedings Volume 7442, 74420M (2009) https://doi.org/10.1117/12.830779

KEYWORDS: Target detection, Hyperspectral imaging, Detection and tracking algorithms, Pattern recognition, Hyperspectral target detection, Joint transforms, Target recognition, Image processing, Sensors, Fourier transforms

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Proceedings Article | 1 September 2009 Paper

Object detection in hyperspectral imagery using normalized cross spectrum energy

M. Elbakary, M. Alam

Proceedings Volume 7442, 74421G (2009) https://doi.org/10.1117/12.833486

KEYWORDS: Hyperspectral imaging, Target detection, Detection and tracking algorithms, Sensors, Hyperspectral target detection, Pattern recognition, Image registration, Image sensors, Fourier transforms, Computer engineering

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Proceedings Article | 5 May 2009 Paper

Hyperspectral target detection in noisy environment using wavelet filter and correlation based detector

Erol Sarigul, M. Alam

Proceedings Volume 7335, 73350F (2009) https://doi.org/10.1117/12.820312

KEYWORDS: Wavelets, Detection and tracking algorithms, Optical filters, Denoising, Signal processing, Sensors, Hyperspectral imaging, Hyperspectral target detection, Image filtering, Signal to noise ratio

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Proceedings Article | 5 May 2009 Paper

Wavelet-based hyperspectral target detection using spectral fringe-adjusted joint transform correlation

Wesam Sakla, Adel Sakla, M. Alam

Proceedings Volume 7335, 73350B (2009) https://doi.org/10.1117/12.815520

KEYWORDS: Discrete wavelet transforms, Hyperspectral target detection, Detection and tracking algorithms, Wavelets, Reflectivity, Joint transforms, Target detection, Sensors, Hyperspectral imaging, Wavelet transforms

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Proceedings Article | 2 May 2009 Paper

Performance evaluation of CDMA, WDMA, DWDMA networks

Mohammad Alam, Salim Alsharif, P. Polu

Proceedings Volume 7349, 73490E (2009) https://doi.org/10.1117/12.819235

KEYWORDS: Optical networks, Receivers, Dispersion, Picosecond phenomena, Local area networks, Signal attenuation, Polarization, Networks, Transmitters, Channel projecting optics

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Proceedings Article | 13 April 2009 Paper

Distortion invariant pattern recognition using neural network based shifted phase-encoded joint transform correlation

Mohammed Nazrul Islam, Md. Habibul Islam, K. Vijayan Asari, Mohammad Karim, Mohammad Alam

Proceedings Volume 7340, 734009 (2009) https://doi.org/10.1117/12.819530

KEYWORDS: Neural networks, Phase shifts, Joint transforms, Target detection, Image processing, Distortion invariant pattern recognition, Distortion, Pattern recognition, Composites, Target recognition

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Proceedings Article | 13 April 2009 Paper

Data fusion based target tracking in FLIR imagery

M. Alam

Proceedings Volume 7340, 73400E (2009) https://doi.org/10.1117/12.819479

KEYWORDS: Detection and tracking algorithms, Data fusion, Target detection, Image fusion, Forward looking infrared, Image segmentation, Image processing algorithms and systems, Motion models, Composites, Sensors

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Proceedings Article | 3 September 2008 Paper

Superresolution image reconstruction using panchromatic and multispectral image fusion

M. Elbakary, M. Alam

Proceedings Volume 7072, 70721N (2008) https://doi.org/10.1117/12.804166

KEYWORDS: Spatial resolution, Image resolution, Resolution enhancement technologies, Hyperspectral imaging, Super resolution, Algorithm development, Data modeling, Detection and tracking algorithms, Multispectral imaging, Image enhancement

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Proceedings Article | 3 September 2008 Paper

Distortion-invariant target detection using shifted-reference joint transform correlator

Mohammed Islam, K. Asari, Mohammad Karim, Mohammad Alam

Proceedings Volume 7072, 70721K (2008) https://doi.org/10.1117/12.804163

KEYWORDS: Target detection, Target recognition, Joint transforms, Pattern recognition, Binary data, Phase shifts, Computer simulations, Optical filters, Fourier transforms, Image processing

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Proceedings Article | 3 September 2008 Paper

A new mean filter ratio technique for edge detection and foreground extraction

Mohammad Islam, Mohammed Islam, K. Asari, Mohammad Alam

Proceedings Volume 7072, 70721M (2008) https://doi.org/10.1117/12.804165

KEYWORDS: Edge detection, Image filtering, Image segmentation, Sensors, Image processing, Target detection, Computer simulations, Medical imaging, Computer engineering, Image compression

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Proceedings Article | 16 April 2008 Paper

Target detection and tracking using FKT, DCCF, and PDCCF and comparing these methods

M. Alam, M. Aslan

Proceedings Volume 6967, 696713 (2008) https://doi.org/10.1117/12.781772

KEYWORDS: Target detection, Forward looking infrared, Image filtering, Detection and tracking algorithms, Matrices, 3D acquisition, Linear filtering, Algorithm development, Electronic filtering, Target recognition

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Proceedings Article | 14 April 2008 Paper

Deterministic hyperspectral target detection using the DWT and spectral fringe-adjusted joint transform correlation

Wesam Sakla, Adel Sakla, M. Alam

Proceedings Volume 6967, 69670B (2008) https://doi.org/10.1117/12.776550

KEYWORDS: Discrete wavelet transforms, Wavelets, Target detection, Hyperspectral target detection, Joint transforms, Hyperspectral imaging, Detection and tracking algorithms, Wavelet transforms, Sensors, Reflectivity

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Proceedings Article | 14 April 2008 Paper

Mine detection in multispectral imagery using PCA and matched filtering

M. Islam, M. Alam

Proceedings Volume 6967, 69670D (2008) https://doi.org/10.1117/12.778372

KEYWORDS: Target detection, Principal component analysis, Land mines, Image segmentation, Multispectral imaging, Image filtering, Binary data, Detection and tracking algorithms, Mining, Sensors

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SPIE Journal Paper | 1 April 2008

Optical security system employing quadrature multiplexing

Mohammed Islam, Mohammad Alam, Mohammad Karim

OE, Vol. 47, Issue 04, 048201, (April 2008) https://doi.org/10.1117/12.10.1117/1.2904028

KEYWORDS: Multiplexing, Computer security, Image encryption, Binary data, Computer programming, Signal to noise ratio, Information security, Signal processing, Data storage, Computing systems

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Proceedings Article | 17 March 2008 Paper

Improved training for target detection using Fukunaga-Koontz transform and distance classifier correlation filter

M. Elbakary, M. Alam, M. Aslan

Proceedings Volume 6977, 69770F (2008) https://doi.org/10.1117/12.778370

KEYWORDS: Target detection, Detection and tracking algorithms, Image filtering, Forward looking infrared, Matrices, 3D acquisition, Algorithm development, Video, Linear filtering, Fourier transforms

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Proceedings Article | 17 March 2008 Paper

Mine detection in multispectral imagery data using constrained energy minimization

M. Elbakary, M. Alam

Proceedings Volume 6977, 697707 (2008) https://doi.org/10.1117/12.781735

KEYWORDS: Mining, Expectation maximization algorithms, Land mines, Detection and tracking algorithms, Scanning electron microscopy, Multispectral imaging, Mahalanobis distance, Stochastic processes, Sensors, Optical filters

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Proceedings Article | 17 March 2008 Paper

Pattern recognition using Gaussian-filtered, shifted phase-encoded fringe-adjusted joint transform correlation

Mohammed Nazrul Islam, Mohammad Alam, K. Vijayan Asari, Mohammad Karim

Proceedings Volume 6977, 69770A (2008) https://doi.org/10.1117/12.776954

KEYWORDS: Gaussian filters, Image filtering, Pattern recognition, Joint transforms, Roentgenium, Phase shifts, Fourier transforms, Target recognition, Detection and tracking algorithms, Optical pattern recognition

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Proceedings Article | 17 March 2008 Paper

Probability density function-based Fisher ratio applied to polarization-enhanced patterns

Aed El-Saba, M. Alam, H. Nalluri

Proceedings Volume 6977, 697709 (2008) https://doi.org/10.1117/12.782173

KEYWORDS: Polarization, Detection and tracking algorithms, Pattern recognition, Polarimetry, Image processing, Target detection, Image processing algorithms and systems, Imaging systems, Digital Light Processing, Image enhancement

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SPIE Journal Paper | 1 October 2007

Novel approach for reducing the probability of error in the presence of intersymbol interference and Gaussian noise

M. M. Alkhatib, Mohammad Alam

OE, Vol. 46, Issue 10, 105003, (October 2007) https://doi.org/10.1117/12.10.1117/1.2799510

KEYWORDS: Error analysis, Optical engineering, Binary data, Computer simulations, Receivers, Algorithm development, Signal to noise ratio, Computing systems, Computer engineering, Signal generators

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Proceedings Article | 24 September 2007 Paper

Automatic identification of vehicle license plates

M. Islam, M. Alam

Proceedings Volume 6696, 66961G (2007) https://doi.org/10.1117/12.737194

KEYWORDS: Image segmentation, Edge detection, Image processing algorithms and systems, Detection and tracking algorithms, Intelligence systems, Image processing, Fourier transforms, Picosecond phenomena, Light sources and illumination, Quantization

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Proceedings Article | 21 September 2007 Paper

Target detection in hyperspectral imagery using one-dimensional extended maximum average correlation height filter and mahalanobis distance

M. Islam, M. Alam

Proceedings Volume 6699, 669903 (2007) https://doi.org/10.1117/12.736365

KEYWORDS: Target detection, Hyperspectral target detection, Optical filters, Image filtering, Mahalanobis distance, Hyperspectral imaging, Filtering (signal processing), Algorithm development, Detection and tracking algorithms, Gaussian filters

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Proceedings Article | 21 September 2007 Paper

Face recognition algorithm in hyperspectral imagery by employing the K-means method and the Mahalanobis distance

M. Elbakary, M. Alam, M. Aslan

Proceedings Volume 6697, 669705 (2007) https://doi.org/10.1117/12.737191

KEYWORDS: Facial recognition systems, Detection and tracking algorithms, Hyperspectral imaging, Mahalanobis distance, Tissues, Reflectivity, Light sources and illumination, Fourier transforms, Computer engineering, Biometrics

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SPIE Journal Paper | 1 August 2007

New two-stage correlation-based approach for target detection and tracking in forward-looking infrared imagery using filters based on extended maximum average correlation height and polynomial distance classifier correlation

Sharif Bhuiyan, Mohammad Alam, Mohamed Alkanhal

OE, Vol. 46, Issue 08, 086401, (August 2007) https://doi.org/10.1117/12.10.1117/1.2769648

KEYWORDS: Target detection, Image filtering, Detection and tracking algorithms, Forward looking infrared, Optical filters, Image classification, Optical engineering, Automatic target recognition, Nonlinear filtering, Target recognition

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