Prof. Müjdat Çetin Profile

Prof. Müjdat Çetin

Faculty Member at Univ. of Rochester

SPIE Involvement:

Conference Program Committee | Author

Websites:

Company Website

Publications (25)

Proceedings Article | 9 October 2018 Presentation + Paper

SAR ATR in the phase history domain using deep convolutional neural networks

Muhammed Burak Alver, Sara Atito, Müjdat Çetin

Proceedings Volume 10789, 1078913 (2018) https://doi.org/10.1117/12.2325365

KEYWORDS: Synthetic aperture radar, Image classification, Automatic target recognition, Convolutional neural networks, Target acquisition, Target recognition

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Proceedings Article | 27 April 2018 Presentation + Paper

Sparsity-driven coupled imaging and autofocusing for interferometric SAR

Oğuzcan Zengin, Ahmed Shaharyar Khwaja, Müjdat Çetin

Proceedings Volume 10647, 106470G (2018) https://doi.org/10.1117/12.2305068

KEYWORDS: Compressed sensing, Image enhancement, Synthetic aperture radar, Interferometry, Interferometric synthetic aperture radar, Reflectivity, Reconstruction algorithms, Image restoration, Imaging systems, Matrices

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Proceedings Article | 27 April 2018 Presentation + Paper

A subaperture based approach for SAR moving target imaging by low-rank and sparse decomposition

Mubashar Yasin, Ahmed Shaharyar Khwaja, Müjdat Çetin

Proceedings Volume 10647, 106470K (2018) https://doi.org/10.1117/12.2304982

KEYWORDS: Synthetic aperture radar, Target detection, Image resolution, Image restoration, Image processing, Data modeling, Reflectivity, Motion models, Fourier transforms, Imaging systems

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Proceedings Article | 27 April 2018 Presentation + Paper

Sparse 4D TomoSAR imaging in the presence of non-linear deformation

Ahmed Shaharyar Khwaja, Müjdat Çetin

Proceedings Volume 10647, 106470J (2018) https://doi.org/10.1117/12.2303530

KEYWORDS: Reflectivity, Motion estimation, Motion models, Optimization (mathematics), Signal to noise ratio, Synthetic aperture radar, Amplifiers, Reconstruction algorithms, Tomography, Interferometric synthetic aperture radar

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Proceedings Article | 17 October 2013 Paper

A robust nonlinear scale space change detection approach for SAR images

Berk Sevilmis, Osman Erman Okman, Fatih Nar, Can Demirkesen, Müjdat Çetin

Proceedings Volume 8892, 889215 (2013) https://doi.org/10.1117/12.2030189

KEYWORDS: Image fusion, Image segmentation, Synthetic aperture radar, Speckle, Detection and tracking algorithms, Backscatter, Expectation maximization algorithms, Statistical analysis, Image resolution, Binary data

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Proceedings Article | 21 November 2012 Paper

Automatic and semi-automatic extraction of curvilinear features from SAR images

Emre Akyilmaz, O. Erman Okman, Fatih Nar, Müjdat Cetin

Proceedings Volume 8536, 853617 (2012) https://doi.org/10.1117/12.975935

KEYWORDS: Synthetic aperture radar, Feature extraction, Reflectivity, Roads, Target detection, Image segmentation, Edge detection, Speckle, Detection and tracking algorithms, Signal to noise ratio

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Proceedings Article | 3 May 2012 Paper

Region based target detection approach for synthetic aperture radar images and its parallel implementation

Fatih Nar, Can Demirkesen, O. Erman Okman, Mujdat Cetin

Proceedings Volume 8394, 83940O (2012) https://doi.org/10.1117/12.921083

KEYWORDS: Target detection, Synthetic aperture radar, Detection and tracking algorithms, Reflectivity, Image resolution, Speckle, Statistical analysis, Evolutionary algorithms, Automatic target recognition, Image processing

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Proceedings Article | 27 September 2011 Paper

SAR moving target imaging in a sparsity-driven framework

N. Özben Önhon, Müjdat Çetin

Proceedings Volume 8138, 813806 (2011) https://doi.org/10.1117/12.893581

KEYWORDS: Synthetic aperture radar, Error analysis, Motion models, Radar imaging, Image resolution, Reflectivity, Speckle, Data modeling, Mathematical modeling, Image restoration

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Proceedings Article | 29 April 2009 Paper

Compressed sensing of mono-static and multi-static SAR

Ivana Stojanovic, W. Clem Karl, Mujdat Cetin

Proceedings Volume 7337, 733705 (2009) https://doi.org/10.1117/12.818808

KEYWORDS: Synthetic aperture radar, Compressed sensing, Receivers, Transmitters, Reconstruction algorithms, Electroluminescence, Sensors, Chemical elements, Antennas, Scattering

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Proceedings Article | 29 April 2009 Paper

Multiple feature-enhanced synthetic aperture radar imaging

Sadegh Samadi, Müjdat Çetin, Mohammad Ali Masnadi-Shirazi

Proceedings Volume 7337, 73370I (2009) https://doi.org/10.1117/12.819883

KEYWORDS: Associative arrays, Synthetic aperture radar, Image enhancement, Image acquisition, Wavelets, Reflectivity, Optimization (mathematics), Radar imaging, Image restoration, Image processing

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Proceedings Article | 29 April 2009 Paper

A nonquadratic regularization-based technique for joint SAR imaging and model error correction

N. Özben Önhon, Müjdat Çetin

Proceedings Volume 7337, 73370C (2009) https://doi.org/10.1117/12.819842

KEYWORDS: Synthetic aperture radar, Error analysis, Image acquisition, Image restoration, Reconstruction algorithms, Demodulation, Radar imaging, Image enhancement, Mathematical modeling, Imaging systems

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Proceedings Article | 3 February 2009 Paper

Multi-object segmentation using coupled nonparametric shape and relative pose priors

Mustafa Gökhan Uzunbas, Octavian Soldea, Müjdat Çetin, Gözde Ünal, Aytül Erçil, Devrim Unay, Ahmet Ekin, Zeynep Firat

Proceedings Volume 7246, 72460H (2009) https://doi.org/10.1117/12.815215

KEYWORDS: Image segmentation, Principal component analysis, Magnetic resonance imaging, Binary data, Shape analysis, Statistical analysis, Brain, Basal ganglia, Statistical modeling, Medical imaging

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Proceedings Article | 19 January 2009 Paper

Binary and nonbinary description of hypointensity for search and retrieval of brain MR images

Devrim Unay, Xiaojing Chen, Aytul Ercil, Mujdat Cetin, Radu Jasinschi, Marc van Buchem, Ahmet Ekin

Proceedings Volume 7255, 72550I (2009) https://doi.org/10.1117/12.806234

KEYWORDS: Brain, Binary data, Iron, Basal ganglia, Neuroimaging, Magnetic resonance imaging, Databases, Principal component analysis, Feature extraction, Image segmentation

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Proceedings Article | 15 April 2008 Paper

Hyper-parameter selection in non-quadratic regularization-based radar image formation

Özge Batu, Müjdat Çetin

Proceedings Volume 6970, 697009 (2008) https://doi.org/10.1117/12.782341

KEYWORDS: Synthetic aperture radar, Composites, Image acquisition, Radar, Error analysis, Radar imaging, Image enhancement, Chemical elements, Analytical research, Scattering

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Proceedings Article | 15 April 2008 Paper

Joint space aspect reconstruction of wide-angle SAR exploiting sparsity

Ivana Stojanovic, Mujdat Cetin, William Karl

Proceedings Volume 6970, 697005 (2008) https://doi.org/10.1117/12.786288

KEYWORDS: Reconstruction algorithms, Reflectivity, Synthetic aperture radar, Scattering, Signal to noise ratio, Image processing, Composites, Detection and tracking algorithms, Spatial frequencies, Error analysis

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Proceedings Article | 17 May 2006 Paper

Joint image formation and anisotropy characterization in wide-angle SAR

Kush Varshney, Müjdat Çetin, John Fisher, Alan Willsky

Proceedings Volume 6237, 62370D (2006) https://doi.org/10.1117/12.663974

KEYWORDS: Anisotropy, Scattering, Synthetic aperture radar, Inverse problems, Image acquisition, Algorithm development, Phase measurement, Matrices, Radar imaging, Image segmentation

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SPIE Journal Paper | 1 January 2006

Feature-preserving regularization method for complex-valued inverse problems with application to coherent imaging

Mujdat Çetin, William Karl, Alan Willsky

OE, Vol. 45, Issue 01, 017003, (January 2006) https://doi.org/10.1117/12.10.1117/1.2150368

KEYWORDS: Coherence imaging, 3D image reconstruction, Synthetic aperture radar, Ultrasonography, Image restoration, Data modeling, Speckle, Optical engineering, Inverse problems, Digital holography

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Proceedings Article | 19 May 2005 Paper

SAR imaging from partial-aperture data with frequency-band omissions

Mujdat Cetin, Randolph Moses

Proceedings Volume 5808, (2005) https://doi.org/10.1117/12.606624

KEYWORDS: Composites, Synthetic aperture radar, Image acquisition, Point spread functions, Scattering, Reflectivity, Super resolution, Visualization, Image restoration, Analytical research

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Proceedings Article | 2 September 2004 Paper

Region-enhanced imaging for sparse-aperture passive radar

Mujdat Cetin, Aaron Lanterman

Proceedings Volume 5427, (2004) https://doi.org/10.1117/12.543938

KEYWORDS: Radar, Radar imaging, Synthetic aperture radar, Televisions, Transmitters, Receivers, Reconstruction algorithms, Image acquisition, Data modeling, Fourier transforms

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Proceedings Article | 2 September 2004 Paper

Wide-angle SAR imaging

Randolph Moses, Lee Potter, Mujdat Cetin

Proceedings Volume 5427, (2004) https://doi.org/10.1117/12.544935

KEYWORDS: Scattering, Synthetic aperture radar, Image resolution, Radar, Image filtering, Composites, Image acquisition, Radar imaging, Resolution enhancement technologies, Image processing

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Proceedings Article | 12 September 2003 Paper

Application of point enhancement technique for ship target recognition by HRR

Nilufen Cotuk, Sedat Ture, Mujdat Cetin

Proceedings Volume 5095, (2003) https://doi.org/10.1117/12.487930

KEYWORDS: Matrices, Target recognition, Radar, Automatic target recognition, Feature extraction, Pattern recognition, Super resolution, Quantization, Detection and tracking algorithms, Databases

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Proceedings Article | 25 August 2003 Paper

Multitarget-multisensor data association using the tree-reweighted max-product algorithm

Lei Chen, Martin Wainwright, Mujdat Cetin, Alan Willsky

Proceedings Volume 5096, (2003) https://doi.org/10.1117/12.496939

KEYWORDS: Sensors, Data modeling, Detection and tracking algorithms, Target detection, Visual process modeling, Matrices, Algorithm development, Statistical modeling, Computer programming, Iterative methods

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Proceedings Article | 1 August 2002 Paper

Formation of HRR profiles by nonquadratic optimization for improved feature extraction

Mujdat Cetin, William Karl, David Castanon

Proceedings Volume 4727, (2002) https://doi.org/10.1117/12.478678

KEYWORDS: Feature extraction, Super resolution, Target recognition, Radar, Automatic target recognition, Synthetic aperture radar, Target acquisition, Data acquisition, Objectives, Chemical elements

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Proceedings Article | 1 August 2002 Paper

Analysis of the impact of feature-enhanced SAR imaging on ATR performance

Mujdat Cetin, William Karl, David Castanon

Proceedings Volume 4727, (2002) https://doi.org/10.1117/12.478673

KEYWORDS: Synthetic aperture radar, Automatic target recognition, Image classification, Target recognition, Reflectivity, Image resolution, Super resolution, Matrices, Signal to noise ratio, Image restoration

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Proceedings Article | 24 August 2000 Paper

Evaluation of a regularized SAR imaging technique based on recognition-oriented features

Mujdat Cetin, William Karl, David Castanon

Proceedings Volume 4053, (2000) https://doi.org/10.1117/12.396369

KEYWORDS: Synthetic aperture radar, Image segmentation, Image acquisition, Speckle, Image resolution, Automatic target recognition, Super resolution, Image enhancement, Image restoration, Reflectivity

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Showing 5 of 25 publications

Conference Committee Involvement (23)

Algorithms for Synthetic Aperture Radar Imagery XXXII

13 April 2025 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXXI

23 April 2024 | National Harbor, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XXX

2 May 2023 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXIX

6 April 2022 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXVIII

12 April 2021 | Online Only, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXVII

27 April 2020 | Online Only, California, United States

Algorithms for Synthetic Aperture Radar Imagery XXVI

18 April 2019 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXV

19 April 2018 | Orlando, FL, United States

Algorithms for Synthetic Aperture Radar Imagery XXIV

13 April 2017 | Anaheim, CA, United States

Algorithms for Synthetic Aperture Radar Imagery XXIII

21 April 2016 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXII

23 April 2015 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXI

7 May 2014 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XX

1 May 2013 | Baltimore, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XIX

25 April 2012 | Baltimore, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XVIII

27 April 2011 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XVII

8 April 2010 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XVI

16 April 2009 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XV

17 March 2008 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XIV

10 April 2007 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XIII

17 April 2006 | Orlando (Kissimmee), Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XII

28 March 2005 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XI

12 April 2004 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery X

21 April 2003 | Orlando, Florida, United States

Showing 5 of 23 Conference Committees

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