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Müjdat Çetin's Publications in VPA Database
Categorized by Year

Downloading of the available papers are welcome for personal research and education purposes.

[By Year] [By Type]

2015
[2015] - Ertunc Erdil, A. Ozgur Argunsah, Tolga Tasdizen, Devrim Unay, Mujdat Cetin, "A Joint Classification And Segmentation Approach For Dendritic Spine Segmentation in 2-photon Microscopy Images," IEEE International Symposium Biomedical Imaging, ISBI 2015, New York. [Abstract]
[2015] - Ozan Özdenizci, Timm Meyer, Müjdat Çetin, Moritz Grosse-Wentrup, "Adaptive Neurofeedback on Parieto-Occipital Cortex for Motor Learning Performance," SIU 2015. [Abstract]
[2015] - Biike Kılıç, Lavdie Rada, Ertunç Erdil, A. Özgür Argunsah, Müjdat Çetin, Devrim Ünay, "Automated Dendritic Spine Tracking on 2-Photon Microscopic Images," SIU 2015. [Abstract]
[2015] - Muhammad Usman Ghani, Sümeyra Demir Kanık, Ali Özgür Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin, "Dendritic Spine Shape Classification from Two-Photon Microscopy Images," SIU 2015. [Abstract]
[2015] - Abdurrahim Soganli, Ozgur Ercetin, M��jdat Çetin, "On the Quality and Timeliness of Fusion in a Random Access Sensor Network," IEEE Signal Processing Letters, vol. 22, no. 9, pp. 1259-1263, September 2015. [Abstract]
[2015] - Ismail Yılmaz, Sümeyra Demir, Tolga Tasdizen, Müjdat Çetin, "Semi-supervised Adaptation of Motor Imagery Based BCI Systems," SIU 2015. [Abstract]
[2015] - Serhan Cosar, Müjdat Çetin, "Sparsity-driven bandwidth-efficient decentralized tracking in visual sensor networks," Computer Vision and Image Understanding, vol. 139, pp. 40-58, October 2015. [Abstract]
[2015] - Jaime Fernando Delgado Saa, Adriana de Pesters, Dennis McFarland, Müjdat Çetin, "Word-level Language Modeling for P300 Spellers based on Discriminative Graphical Models," Journal of Neural Engineering, vol. 12, no. 2, p. 026007, April 2015. [Abstract]

2014
[2014] - Lavdie Rada, Ertunc Erdil, A. Ozgur Argunsah, Devrim Unay, Mujdat Cetin, "Automatic Dendritic Spine Detection using Multiscale Dot Enhancement Filters and Sift Features," ICIP 2014. [Abstract]
[2014] - Abdurrahim Soganli, Gokhan Uzunbas, Müjdat Çetin, "Combining Learning-based Intensity Distributions with Nonparametric Shape Priors for Image Segmentation," Springer Signal, Image and Video Processing, vol. 8, no. 4, pp. 789-798, May 2014. [Abstract]
[2014] - Serhan Cosar, Müjdat Çetin, "Decentralized Human Tracking in Visual Sensor Networks: Using Sparse Representation for Efficient Communication," Human Behaviour Understanding in Networked (distributed) Sensing - Theory and applications of networks of sensors, P. Spagnolo, P. L. Mazzeo and C. Distante (eds.), Springer, 2014.
[2014] - Serhan Cosar, Müjdat Çetin, "Feature compression: A framework for multi-view multi-person tracking in visual sensor networks," Journal of Visual Communication and Image Representation, vol. 25, no. 5, pp. 864-873, July 2014. [Abstract]
[2014] - Murat Üney, Müjdat Çetin, "Optimization of Decentralized Random Field Estimation Networks under Communication Constraints through Monte Carlo Methods," Digital Signal Processing, vol. 34, pp. 16-28, November 2014. [Abstract]
[2014] - Ivana Stojanovic, Müjdat Çetin, W. Clem Karl, "Sparsity and Compressed Sensing in Mono-static and Multi-static Radar Imaging," Compressed Sensing and Sparse Filtering, A. Carmi, L. Mihaylova, and S. J. Godsill (eds.), Springer, pp. 395-420, 2014 (ISBN: 978-3642383984).
[2014] - Müjdat Çetin, Ivana Stojanovic, N. Ozben Onhon, Kush R. Varshney, Sadegh Samadi, W. Clem Karl, and Alan S. Willsky, "Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, Autofocusing, Moving Targets, and Compressed Sensing," IEEE Signal Processing Magazine, vol. 31, no. 4, pp. 27-40, July 2014. [Abstract]

2013
[2013] - Ertunç Erdil, A. Özgür Argunsah, Devrim Ünay, Müjdat Çetin, "A Watershed and Active Contours Based Method for Dendritic Spine Segmentation in 2-Photon Microscopy Images," SIU 2013. [Abstract]
[2013] - A. Murat Yagcı, Ertunç Erdil, A. Özgür Argunsah, Devrim Ünay, Müjdat Çetin, Lale Akarun, Fikret Gürgen, "Biomedical image time series registration with particle filtering," SIU 2013. [Abstract]
[2013] - Jaime F. Delgado Saa, Müjdat Çetin, "Discriminative Methods for Classification of Asynchronous Imaginary Motor Tasks from EEG Data," IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, VOL. 21, NO. 5, SEPTEMBER 2013. [Abstract]
[2013] - Sadegh Samadi, Müjdat Çetin, Mohammad Ali Masnadi-Shirazi, "Multiple Feature-Enhanced SAR Imaging Using Sparsity in Combined Dictionaries," IEEE Geoscience and Remote Sensing Letters, vol. 10, no. 4, pp. 821-825, July 2013. [Abstract]

2012
[2012] - Jaime Fernando Delgado Saa and Müjdat Çetin, "A Latent Discriminative Model-Based Approach for Classification of Imaginary Motor Tasks from EEG Data," Journal of Neural Engineering, 9, 026020, 2012.. [Abstract]
[2012] - Ozben Onhon, Müjdat Çetin, "A Sparsity-driven Approach for Joint SAR Imaging and Phase Error Correction," IEEE Trans. Image Processing, vol. 21, no. 4, pp. 2075-2088, April 2012. [Abstract]
[2012] - Ahmet Tuysuzoglu, Jonathan M. Kracht, Müjdat Çetin, Robin Cleveland, W. Clem Karl, "Sparsity-driven Ultrasound Imaging," Journal of the Acoustical Society of America, vol. 131, no.2, pp. 1271-1281, February 2012. . [Abstract]

2011
[2011] - Serhan Cosar, Müjdat Çetin, "A Graphical Model based Solution to the Facial Feature Point Tracking Problem," Image and Vision Computing, vol. 29, no. 5, pp. 335-350, April 2011. [Abstract]
[2011] - Serhan Coşar, Müjdat Çetin, "A Group Sparsity-Driven Approach to 3-D Action Recognition," IEEE International Conference on Computer Vision, Workshop on Visual Surveillance, November 2011. [Abstract]
[2011] - Ozben Onhon, Müjdat Çetin, "A Sparsity-driven Approach for SAR Image Formation and Space-variant Focusing," IEEE Conference on Signal Processing, Communications, and their Applications, Antalya, Turkey, April 2011 (in Turkish). [Abstract]
[2011] - Jaime Fernando Delgado Saa, Müjdat Çetin, "Hidden Conditional Random Fields for Classification of Imaginary Motor Tasks From EEG Data," EURASIP European Signal Processing Conference, Barcelona, Spain, August 2011. [Abstract]
[2011] - Murat Uney, Müjdat Çetin, "Monte Carlo Optimization of Decentralized Estimation Networks Over Directed Acyclic Graphs Under Communication Constraints," IEEE Trans. Signal Processing, vol. 59, no.11, pp. 5558-5576, November 2011. [Abstract]
[2011] - Ozge Batu, Müjdat Çetin, "Parameter Selection in Sparsity-driven SAR Imaging," IEEE Trans. Aerospace and Electronic Systems, vol. 47, no.4, pp. 3040-3050, October 2011. [Abstract]
[2011] - Fatih Nar, Can Demirkesen, O. Erman Okman, Müjdat Çetin, "SAR Goruntuleri icin Bolge Tabanli bir Hedef Tespit Yontemi (A Region-based Target Detection Method for SAR Images)," IEEE Conference on Signal Processing, Communications, and their Applications, Antalya, Turkey, April 2011 (in Turkish). [Abstract]
[2011] - Ozben Onhon, Müjdat Çetin, "SAR Moving Target Imaging in a Sparsity-driven Framework," SPIE Optics + Photonics Symposium, Wavelets and Sparsity XIV Conference, San Diego, California, USA, August 2011. [Abstract]
[2011] - Ozge Batu, Müjdat Çetin, "Seyreklik Tabanli Uzam-zamansal EEG Kaynak Kestirimi (Sparsity-driven Spatio-temporal EEG Source Estimation)," IEEE Conference on Signal Processing, Communications, and their Applications, Antalya, Turkey, April 2011 (in Turkish). [Abstract]
[2011] - Sadegh Samadi, Müjdat Çetin, Mohammad Ali Masnadi-Shirazi, "Sparse Representation-Based Synthetic Aperture Radar Imaging," IET Radar, Sonar and Navigation, vol. 5, no. 2, pp. 182-193, February 2011. [Abstract]
[2011] - Ozben Onhon, Müjdat Çetin, "Sparsity-driven Image Formation and Space-variant Focusing for SAR," IEEE International Conference on Image Processing, Brussels, Belgium, September 2011. [Abstract]

2010
[2010] - Ali Ozgur Argunsah, Müjdat Çetin, "A Brain-Computer Interface Algorithm based on Hidden Markov Models and Dimensionality Reduction," IEEE Conference on Signal Processing, Communications, and their Applications, Diyarbakir, Turkey, April 2010 (in Turkish). [Abstract]
[2010] - Ali Ozgur Argunsah, Müjdat Çetin, "AR-PCA-HMM Approach for Sensorimotor Task Classification in EEG-based Brain-Computer Interfaces," International Conference on Pattern Recognition, Istanbul, Turkey, August 2010. [Abstract]
[2010] - Armagan Amcalar, Müjdat Çetin, "Cevrimici Heceleme icin bir Beyin-Bilgisayar Arayuzu Sistemi (A Brain-Computer Interface System for Online Spelling)," IEEE Conference on Signal Processing, Communications, and their Applications, Diyarbakir, Turkey, April 2010 (in Turkish). [Abstract]
[2010] - Mustafa Gökhan Uzunbaş, Octavian Soldea, Devrim Ünay, Müjdat Çetin, Gözde Ünal, Aytül Erçil, Ahmet Ekin, "Coupled Non-Parametric Shape and Moment-Based Inter-Shape Pose Priors for Multiple Basal Ganglia Structure Segmentation," IEEE Trans. Medical Imaging, vol. 29, no. 12, pp. 1959-1978, December 2010. [Abstract]
[2010] - Armagan Amcalar, Müjdat Çetin, "Design, Implementation and Evaluation of a Real-time P300-based Brain-Computer Interface System," International Conference on Pattern Recognition, Istanbul, Turkey, August 2010. [Abstract]
[2010] - Esra Vural, Marian Bartlett, Gwen Littlewort, Müjdat Çetin, Aytül Erçil, Javier Movellan, "Discrimination of Moderate and Acute Drowsiness Based on Spontaneous Facial Expressions," International Conference on Pattern Recognition, Istanbul, Turkey, August 2010. [Abstract]
[2010] - Ozben Onhon, Müjdat Çetin, "Joint Sparsity-Driven Inversion and Model Error Correction for Radar Imaging," IEEE International Conference on Acoustics, Speech, and Signal Processing, Dallas, Texas, USA, March 2010. [Abstract]
[2010] - Octavian Soldea, Ahmet Ekin, Diana F. Soldea, Devrim Unay, Mujdat Cetin, Aytul Ercil, Mustafa Gokhan Uzunbas, Zeynep Firat, Mutlu Cihangiroglu, "Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL - A Quantitative Approach," ICPR2010. [Abstract]
[2010] - Ozben Onhon, Müjdat Çetin, "Seyreklik Gudumlu Odaklanmis SAR Goruntu Olusturma (Sparsity-driven Focused SAR Image Formation)," IEEE Conference on Signal Processing, Communications, and their Applications, Diyarbakir, Turkey, April 2010 (in Turkish). [Abstract]
[2010] - Lee Potter, Emre Ertin, Jason T. Parker, Müjdat Çetin, "Sparsity and Compressed Sensing in Radar Imaging," Proceedings of the IEEE, vol. 98, no. 6, pp. 1006-1020, June 2010.. [Abstract]

2009
[2009] - Ozben Onhon, Müjdat Çetin, "A Nonquadratic Regularization Based Image Reconstruction Technique for SAR Data with Phase Errors," IEEE Conference on Signal Processing, Communications, and their Applications, Antalya, Turkey, April 2009 (in Turkish. [Abstract]
[2009] - Ozben Onhon, Müjdat Çetin, "A Nonquadratic Regularization-based Technique for Joint SAR Imaging and Model Error Correction," SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, April 2009. [Abstract]
[2009] - Zhexu (Michael) Chen, Lei Chen, Müjdat Çetin, Alan S. Willsky, "An Efficient Message Passing Algorithm for Multi-Target Tracking," International Conference on Information Fusion, Seattle, Washington, USA, July 2009. [Abstract]
[2009] - Murat Üney, Müjdat Çetin, "An Efficient Monte Carlo Approach for Optimizing Communication Constrained Decentralized Estimation Networks," 17th EUSIPCO. EURASIP, Aug. 2009. [Abstract]
[2009] - Murat Üney and Müjdat Çetin, "An Efficient Monte Carlo Approach for Optimizing Decentralized Estimation Networks Constrained by Undirected Topologies," Workshop on Statistical Signal Processing (SSP) 2009. IEEE, Aug. 2009. [Abstract]
[2009] - Jessy Parokaran, Ali Ozgur Argunsah, Baran Curuklu, and Müjdat Çetin, "Analysis of EEG Signals for Brain Computer Interface," Swedish Association of Medical Engineering and Physics, Medical Technology Days,, Vasteras, Sweden, September 2009. [Abstract]
[2009] - Devrim Unay, Octavian Soldea, Sureyya Ozogur-Akyuz, Müjdat Çetin, Aytül Erçil, "Automated X-Ray Image Annotation: Single versus Ensemble of Support Vector Machines," European Conference on Digital Libraries (ECDL), Cross-Language Evaluation Forum (CLEF) Workshop, Corfu, Greece, September-October 2009. [Abstract]
[2009] - Devrim Unay, Octavian Soldea, Ahmet Ekin, Mujdat Cetin, Aytul Ercil, "Automatic Annotation of X-ray Images: A Study on Attribute Selection," MCBR-CDS 2009 - Proc. of Medical Content-based Retrieval for Clinical Decision Support (MCBR-CDS) Workshop in conjunction with MICCAI’09, London - UK, 2009.. [Abstract]
[2009] - Devrim Unay, Xiojing C. Chen, Mujdat Cetin, Aytul Ercil, Radu Jasinschi, Ahmet Ekin, "Binary and Nonbinary Description of Hypointensity for Search and Retrieval of Brain MR Images," IS&T/SPIE Electronic Imaging, Multimedia Content Access: Algorithms and Systems III, San Jose, California, USA, January 2009. [Abstract]
[2009] - Ivana Stojanovic, W. Clem Karl, Müjdat Çetin, "Compressed sensing of mono-static and multi-static SAR," SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, April 2009. [Abstract]
[2009] - Murat Üney and Müjdat Çetin, "Decentralized Random-Field Estimation Under Communication Constraints," The 17th Conference on Signal Processing, Communications, and their Applications, SIU 2009 (in Turkish). [Abstract]
[2009] - Ali Ozgur Argunsah, Baran Curuklu, Müjdat Çetin, "Detection of Eye Blinks from EEG using Hidden Markov Models," Swedish Association of Medical Engineering and Physics, Medical Technology Days,, Vasteras, Sweden, September 2009.
[2009] - Gokhan Uzunbas, Octavian Soldea, Mujdat Cetin, Gozde Unal, Aytul Ercil, Devrim Unay, Ahmet Ekin, Zeynep Firat, "Multi-Object Segmentation using Coupled Nonparametric Shape and Relative Pose Priors," IS&T/SPIE Electronic Imaging, Computational Imaging VII, San Jose, California, USA, January 2009. [Abstract]
[2009] - Sadegh Samadi, Müjdat Çetin, Mohammad Ali Masnadi-Shirazi, "Multiple Feature-Enhanced Synthetic Aperture Radar Imaging," SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, April 2009. [Abstract]
[2009] - Sadegh Samadi, Müjdat Çetin, Mohammad Ali Masnadi-Shirazi, "Sparse Signal Representation for Complex-Valued Imaging," IEEE Signal Processing Society 13th DSP Workshop & 5th SPE Workshop, Marco Island, Florida, USA, January 2009. [Abstract]
[2009] - Mustafa Gokhan Uzunbas, Octavian Soldea, Mujdat Cetin, Gozde Unal, Aytul Ercil, Ahmet Ekin, Devrim Unay, Zeynep Firat, "Volumetric Segmentation of Multiple Basal Ganglia Structures," ISRACAS 2009 - the 12th Israeli Symposium on Computer-Aided Surgery, Medical Robotics, and Medical Imaging, ISRACAS 2009, 7th May, Israel. [Abstract]
[2009] - Mustafa Gokhan Uzunbas, Octavian Soldea, Mujdat Cetin, Gozde Unal, Aytul Ercil, Devrim Unay, Ahmet Ekin, Zeynep Firat, "Volumetric Segmentation of Multiple Basal Ganglia Structures Using Nonparametric Coupled Shape and Inter-Shape Pose Priors," The Sixth IEEE International Symposium on Biomedical Imaging (ISBI'09), From Nano to Macro, June 28 - July 1, 2009 in Boston, Massachusetts, U.S.A.. [Abstract]

2008
[2008] - Esra Vural, Müjdat Çetin, Aytül Erçil, Gwen Littlewort, Marian Bartlett, and Javier Movellan, "Automated Drowsiness Detection For Improved Driving Safety," International Conference on Automotive Technologies, Istanbul, Turkey, November 2008.
[2008] - Gokhan Uzunbas, Mujdat Cetin, Gozde Unal, Aytul Ercil, "Coupled Nonparametric Shape Priors for Segmentation of Multiple Basal Ganglia Structures ," ISBI 2008 - 2008 5th IEEE International Symposium on Biomedical Imaging. [Abstract]
[2008] - Marian Bartlett, Gwen Littlewort, Javier Movellan, Esra Vural, Kang Lee, Müjdat Çetin, and Aytül Erçil, "Datamining Spontaneous Facial Behavior with Automatic Expression Coding," Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction, A. Esposito, N.G. Bourbakis, N. Avouris, and I. Hatzilygeroudis (eds.), Springer, Lecture Notes in Computer Science 5042, October 2008 (ISBN: 978-3540708711).
[2008] - Esra Vural, Müjdat Çetin, Aytül Erçil, Gwen Littlewort, Marian Bartlett, and Javier Movellan, "Detecting Driver Drowsiness Using Computer Vision Techniques," SIU2008 - IEEE Conference on Signal Processing and Communications Applications. [Abstract]
[2008] - Ozge Batu, Mujdat Cetin, "Hyper-parameter Selection in Advanced Synthetic Aperture Radar Imaging Algorithms," SIU 2008 - The IEEE 16th Signal Processing, Communication and Applications Conference (in Turkish). [Abstract]
[2008] - Ozge Batu and Müjdat Çetin, "Hyper-parameter Selection in Non-quadratic Regularization-based Radar Image Formation," DSS08 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XV. [Abstract]
[2008] - Ivana Stojanovic, Müjdat Çetin, and W. Clem Karl, "Joint space aspect reconstruction of wide-angle SAR exploiting sparsity," DSS08 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XV. [Abstract]
[2008] - Walter Sun, Müjdat Çetin, Raymond Chan, and Alan S. Willsky, "Learning the Dynamics and Time-Recursive Boundary Detection of Deformable Objects," IEEE Trans. Image Processing, vol. 17, no. 11, pp. 2186-2200, November 2008. [Abstract]
[2008] - Esra Vural, Müjdat Çetin, Aytül Erçil, Gwen Littlewort, Marian Bartlett, and Javier Movellan, "Machine Learning Systems for Detecting Driver Drowsiness," In-Vehicle Corpus and Signal Processing for Driver Behavior.
[2008] - Gokhan Uzunbas, Mujdat Cetin, Gozde Unal, Aytul Ercil, "Segmentation of Multiple Brain Structures Using Coupled Nonparametric Shape Priors," SIU 2008 - The IEEE 16th Signal Processing, Communication and Applications Conference (in Turkish). [Abstract]
[2008] - Walter Sun, Müjdat Çetin, Ray Chan, and Alan S. Willsky, "Segmentation of the Evolving Left Ventricle by Learning the Dynamics," ISBI2008 - IEEE International Symposium on Biomedical Imaging, Paris, France, May 2008. [Abstract]
[2008] - Kush R. Varshney, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, "Sparse Signal Representation in Structured Dictionaries with Application to Synthetic Aperture Radar," IEEE Trans. Signal Processing, vol. 56, no. 8, pp. 3548-3561, August 2008. [Abstract]
[2008] - Batu Akan, Mujdat Cetin, Aytul Ercil, "Stereo based 3D Head Pose Tracking using the Scale Invariant Feature Transform," SIU 2008 - The IEEE 16th Signal Processing, Communication and Applications Conference (in Turkish). [Abstract]
[2008] - Murat Uney, Mujdat Cetin, "Target Localization in Acoustic Sensor Networks Using Factor Graphs," SIU 2008 - The IEEE 16th Signal Processing, Communication and Applications Conference (in Turkish). [Abstract]

2007
[2007] - Batu Akan, Müjdat Çetin, and Aytül Erçil, "3D Head Tracking using Normal Flow Constraints in a Vehicle Environment," Biennial on DSP for in-Vehicle and Mobile Systems. [Abstract]
[2007] - Tekeli, Erkin and Çetin, Müjdat and Erçil, Aytül, "A Local binary patterns and shape priors based texture segmentation method (in Turkish)," SIU2007 - Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th. [Abstract]
[2007] - Ali Ozgur Argunsah, Ali Baran Curuklu, Müjdat Çetin, and Aytül Erçil, "A Novel Feature Extraction Method for Improving P300-Speller Performance," ANHBF07 - Applied Neuroscience for Healthy Brain Function Scientific Meeting.
[2007] - Serhan Cosar, Müjdat Çetin, and Aytül Erçil, "A Robust Facial Feature Point Tracker using Graphical Models," ISPA2007 - IEEE International Symposium on Image and Signal Processing and Analysis. [Abstract]
[2007] - Kush R. Varshney, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, "A Sparse Signal Representation-based Approach to Image Formation and Anisotropy Determination in Wide-Angle Radar (in Turkish)," SIU2007 - IEEE Conference on Signal Processing and Communications Applications, Eskisehir, Turkey, June 2007. [Abstract]
[2007] - Vural, E., Cetin, M., Ercil, A., Littlewort, G., Bartlett, M., and Movellan, J., "Drowsy driver detection through facial movement analysis," ICCV HCI 2007 - ICCV Workshop on Human Computer Interaction. [Abstract]
[2007] - Serhan Cosar, Müjdat Çetin, "Eye Feature Point Tracking by Using Graphical Models (in Turkish)," SIU2007 - IEEE Conference on Signal Processing and Communications Applications, Eskisehir, Turkey, June 2007. [Abstract]
[2007] - Argunşah, Ali Özgür and Çürüklü, Ali Baran and Çetin, Müjdat and Erçil, Aytül, "Factors that affect classification performance in EEG based brain-computer interfaces," SIU2007 - Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th. [Abstract]
[2007] - Serhan Cosar, Müjdat Çetin, Aytül Erçil, "Graphical Model based Facial Feature Point Tracking in a Vehicle Environment," Biennial on DSP for in-Vehicle and Mobile Systems. [Abstract]
[2007] - Murat Uney and Müjdat Çetin, "Graphical Model-based Approaches to Target Tracking in Sensor Networks: An Overview of Some Recent Work and Challenges,," IEEE International Symposium on Image and Signal Processing and Analysis. [Abstract]
[2007] - Müjdat Çetin, Lei Chen, John W. Fisher III, Alexander T. Ihler, O. Patrick Kreidl, Randolph L. Moses, Martin J. Wainwright, Jason L. Williams, and Alan S. Willsky, "Graphical Models and Fusion in Sensor Networks," Wireless Sensor Networks: Signal Processing and Communications Perspectives.
[2007] - Esra Vural, Müjdat Çetin, Aytül Erçil, Gwen Littlewort, Marian Bartlett, and Javier Movellan, "Machine Learning Systems for Detecting Driver Drowsiness," Biennial on DSP for in-Vehicle and Mobile Systems, Istanbul, Turkey, June 2007. [Abstract]
[2007] - Ozge Batu, Mujdat Cetin, "Non-quadratic Regularization Based Image Deblurring: Automatic Parameter Selection and Feature Based Evaluation (in Turkish)," SIU 2007 - The IEEE 15th Signal Processing, Communication and Applications Conference (in Turkish). [Abstract]
[2007] - Junmo Kim, Müjdat Çetin, Alan S. Willsky, "Nonparametric Shape Priors for Active Contour-based Image Segmentation," Signal Processing, vol. 87, no. 12, pp. 3021-3044, December 2007.. [Abstract]
[2007] - Devrim Unay, Ahmet Ekin, Mujdat Cetin, Ragu Jasinschi, Aytul Ercil, "Robustness of Local Binary Patterns in Brain MR Image Analysis," International Conference of the IEEE Engineering in Medicine and Biology Society. [Abstract]
[2007] - Tekeli, Erkin and Çetin, Müjdat and Erçil, Aytül, "Shape and data-driven texture segmentation using local binary patterns," EUSIPCO 2007. [Abstract]

2006
[2006] - Asanterabi Malima, Erol Ozgur, and Müjdat Çetin, "A Fast Algorithm for Vision-based Hand Gesture Recognition for Robot Control," SIU2006 - IEEE Conference on Signal Processing and Communications Applications 2006. [Abstract]
[2006] - Müjdat Çetin, W. Clem Karl, and Alan S. Willsky, "A Feature-Preserving Regularization Method for Complex-valued Inverse Problems with Application to Coherent Imaging," Optical Engineering. [Abstract]
[2006] - Lei Chen, Martin Wainwright, Müjdat Çetin, and Alan S. Willsky, "Data Association based on Optimization in Graphical Models with Application to Sensor Networks," Mathematical and Computer Modelling, Special Issue on Optimization and Control for Military Applications. [Abstract]
[2006] - Müjdat Çetin, Lei Chen, John W. Fisher III, Alexander T. Ihler, Randolph L. Moses, Martin J. Wainwright, and Alan S. Willsky, "Distributed Fusion in Sensor Networks: A Graphical Models Perspective," IEEE Signal Processing Magazine. [Abstract]
[2006] - Eray Dogan and Müjdat Çetin, "Intrinsic Image Estimation and Image Deblurring for Microscopic Images (in Turkish)," SIU2006 - IEEE Conference on Signal Processing and Communications Applications 2006. [Abstract]
[2006] - Kush R. Varshney, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, "Joint Image Formation and Anisotropy Characterization in Wide-Angle SAR," DSS06 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XIII. [Abstract]
[2006] - Esra Vural, Müjdat Çetin, Aytül Erçil, Marian Bartlett, and Javier Movellan, "Machine Learning Systems for Detecting Driver Drowsiness," Workshop for Women in Machine Learning, San Diego, California, USA, October 2006.
[2006] - Müjdat Çetin, Emmanuel Bossy, Robin Cleveland, and W. Clem Karl, "Sparsity-Driven Sparse-Aperture Ultrasound Imaging," IEEE International Conference on Acoustics, Speech, and Signal Processing 2006. [Abstract]
[2006] - Müjdat Çetin and Randolph L. Moses, "Synthetic Aperture Radar Imaging from Wide-Angle Data with Frequency-Band Omissions (in Turkish)," SIU2006 - IEEE Conference on Signal Processing and Communications Applications, 2006. [Abstract]
[2006] - Walter Sun, Müjdat Çetin, W. Carlisle Thacker, T. Mike Chin, and Alan S. Willsky, "Variational Approaches on Discontinuity Localization and Field Estimation in Sea Surface Temperature and Soil Moisture Interpolations," IEEE Trans. Geoscience and Remote Sensing. [Abstract]
[2006] - Kush R. Varshney, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, "Wide-Angle SAR Image Formation with Migratory Scattering Centers and Regularization in Hough Space," Adaptive Sensor Array Processing Workshop. [Abstract]

2005
[2005] - Junmo Kim, John W. Fisher III, Anthony Yezzi, Jr., Müjdat Çetin, and Alan S. Willsky, "A Nonparametric Statistical Method for Image Segmentation using Information Theory and Curve Evolution," IEEE Trans. Image Processing. [Abstract]
[2005] - Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, "A Sparse Signal Reconstruction Perspective for Source Localization with Sensor Arrays," IEEE Trans. Signal Processing. [Abstract]
[2005] - O. Patrick Kreidl, Müjdat Çetin, Alan S. Willsky, "Collaborative Distributed Inference with Minimal Online Communication," The Learning Workshop, Snowbird, Utah, April 2005.. [Abstract]
[2005] - Lei Chen, Müjdat Çetin, and Alan S. Willsky, "Distributed Data Association for Multi-Target Tracking in Sensor Networks," International Conference on Information Fusion, Philadelphia, Pennsylvania, July 2005. [Abstract]
[2005] - Lei Chen, Müjdat Çetin, and Alan S. Willsky, "Graphical Model-Based Algorithms for Data Association in Distributed Sensing," Adaptive Sensor Array Processing Workshop. [Abstract]
[2005] - Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, "Homotopy Continuation for Sparse Signal Representation," ICASSP05 - IEEE International Conference on Acoustics, Speech, and Signal Processing. [Abstract]
[2005] - Junmo Kim, Müjdat Çetin, and Alan S. Willsky, "Nonparametric Shape Priors for Active Contour-based Image Segmentation," EURASIP European Signal Processing Conference (EUSIPCO) 2005. [Abstract]
[2005] - Müjdat Çetin and Aaron Lanterman, "Region-Enhanced Passive Radar Imaging," IEEE Proceedings Radar, Sonar & Navigation, Special Issue on Passive Radar Systems. [Abstract]
[2005] - Müjdat Çetin and Randy L. Moses, "SAR imaging from partial-aperture data with frequency-band omissions," DSS05 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XII, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida. [Abstract]
[2005] - Walter Sun, Müjdat Çetin, Ray Chan, Vivek Reddy, Fred Holmvang, Venkat Chandar, and Alan S. Willsky, "Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images," Information Processing in Medical Imaging. [Abstract]
[2005] - Müjdat Çetin and Brian M. Sadler, "Semi-Blind Sparse Channel Estimation with Constant Modulus Symbols," ICASSP05 - IEEE International Conference on Acoustics, Speech, and Signal Processing. [Abstract]

2004
[2004] - Brian Huether, Timo Kempf, and Müjdat Çetin, "A Fast Hybrid Approach for SAR Classification," EUSAR04 - European Conference on Synthetic Aperture Radar. [Abstract]
[2004] - Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, "Optimal Sparse Representations in General Overcomplete Bases," ICASSP04 - IEEE International Conference on Acoustics, Speech, and Signal Processing. [Abstract]
[2004] - Müjdat Çetin and Aaron Lanterman, "Region-Enhanced Imaging for Sparse-Aperture Passive Radar," DSS04 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XI. [Abstract]
[2004] - Randy L. Moses, Lee Potter, and Müjdat Çetin, "Wide Angle SAR Imaging," DSS04 - SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XI. [Abstract]

2003
[2003] - IPMI03 - Ayres Fan, William Wells, John Fisher, Müjdat Çetin, Steven Haker, Robert Mulkern, Clare Tempany, and Alan S. Willsky, "A Unified Variational Approach to Denoising and Bias Correction in MR," Information Processing in Medical Imaging. [Abstract]
[2003] - Müjdat Çetin, W. Clem Karl, and Alan S. Willsky, "An Edge-Preserving Regularization Method for Coherent Imaging Applications (in Turkish)," SIU2003 - IEEE Conference on Signal Processing and Communications Applications. [Abstract]
[2003] - Nilüfen Çotuk, Sedat Türe, and Müjdat Çetin, "Application of Point Enhancement Technique for Ship Target Recognition by HRR," AeroSense03 - SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery X. [Abstract]
[2003] - Alan S. Willsky, Dmitry M. Malioutov, and Müjdat Çetin, "Data Fusion in Large Arrays of Microsensors," Military Sensing Symposia (MSS) Specialty Group on Battlefield Acoustic and Seismic Sensing, Magnetic and Electric Field Sensors Symposium.
[2003] - Müjdat Çetin, W. Clem Karl, and David A. Castañon, "Feature Enhancement and ATR Performance using Non-Quadratic Optimization-based SAR Imaging," IEEE Trans. Aerospace and Electronic Systems. [Abstract]
[2003] - Müjdat Çetin, Anthony Yezzi, Jr., and Alan S. Willsky, "Incorporating Complex Statistical Information in Active Contour-based Image Segmentation," ICIP03 - IEEE International Conference on Image Processing. [Abstract]
[2003] - Walter Sun, Müjdat Çetin, W. Carlisle Thacker, T. Mike Chin, and Alan S. Willsky, "Localization of Oceanic Fronts and Feature Boundaries Using a Variational Technique," AGU03 - "Localization of Oceanic Fronts and Feature Boundaries Using a Variational Technique," Walter Sun, Müjdat Çetin, W. Carlisle Thacker, T. Mike Chin, and Alan S. Willsky, American Geophysical Union Fall Meeting. [Abstract]
[2003] - Lei Chen, Martin Wainwright, Müjdat Çetin, and Alan S. Willsky, "Multitarget-Multisensor Data Association Using the Tree-Reweighted Max-Product Algorithm," AeroSense03 - SPIE AeroSense Symposium, Signal Processing, Sensor Fusion, and Target Recognition XII. [Abstract]
[2003] - Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, "Source localization by enforcing sparsity through a Laplacian prior: an SVD-based approach," IEEE Statistical Signal Processing Workshop. [Abstract]

2002
[2002] - Junmo Kim, Andy Tsai, Müjdat Çetin, and Alan S. Willsky, "A Curve Evolution-Based Variational Approach to Simultaneous Image Restoration and Segmentation," ICIP02 - IEEE International Conference on Image Processing. [Abstract]
[2002] - Müjdat Çetin, Dmitry M. Malioutov, and Alan S. Willsky, "A Variational Technique for Source Localization based on a Sparse Signal Reconstruction Perspective," ICASSP02 - IEEE International Conference on Acoustics, Speech, and Signal Processing. [Abstract]
[2002] - Müjdat Çetin, W. Clem Karl, and David A. Castanon, "Analysis of the Impact of Feature-Enhanced SAR Imaging on ATR Performance," AeroSense02 - SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery IX. [Abstract]
[2002] - Müjdat Çetin and W. Clem Karl, "Complex-valued image reconstruction by half-quadratic regularization," SIAM Conference on Imaging Science.
[2002] - Müjdat Çetin, W. Clem Karl, and Alan S. Willsky, "Edge-Preserving Image Reconstruction for Coherent Imaging Applications," ICIP02 - IEEE International Conference on Image Processing. [Abstract]
[2002] - Müjdat Çetin, W. Clem Karl, and David A. Castanon, "Formation of HRR Profiles by Non-Quadratic Optimization for Improved Feature Extraction," AeroSense02 - SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery IX. [Abstract]
[2002] - Junmo Kim, John W. Fisher III, Anthony Yezzi, Jr., Müjdat Çetin, and Alan S. Willsky, "Nonparametric Methods for Image Segmentation using Information Theory and Curve Evolution," IEEE International Conference on Image Processing. [Abstract]
[2002] - Dmitry M. Malioutov, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, "Super-resolution source localization through data-adaptive regularization," Adaptive Sensor Array Processing Workshop, Lexington, Massachusetts, March 2002.
[2002] - Dmitry M. Malioutov, Müjdat Çetin, John W. Fisher, and Alan S. Willsky, "Super-resolution source localization through data-adaptive regularization," SAM02 - IEEE Sensor Array and Multichannel Signal Processing Workshop. [Abstract]

2001
[2001] - Müjdat Çetin and W. Clem Karl, "Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization," IEEE Trans. Image Processing. [Abstract]
[2001] - Müjdat Çetin, "Feature-Enhanced Synthetic Aperture Radar Imaging," . [Abstract]

2000
[2000] - Müjdat Çetin, W. Clem Karl, "Enhanced, high resolution radar imaging based on robust regularization," ICASSP00 - IEEE International Conference on Acoustics, Speech, and Signal Processing. [Abstract]
[2000] - Müjdat Çetin, W. Clem Karl, and David A. Castanon, "Evaluation of a regularized SAR imaging technique based on recognition-oriented features," AeroSense00 - SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery VII. [Abstract]
[2000] - Müjdat Çetin and W. Clem Karl, "Superresolution and edge-preserving reconstruction of complex-valued synthetic aperture radar images," ICIP00 - IEEE International Conference on Image Processing. [Abstract]

1999
[1999] - Müjdat Çetin and W. Clem Karl, "Sentetik aciklikli radar ile goruntu gericatilmasina istatistiksel bir yaklasim (in Turkish).," SIU99 - IEEE Conference on Signal Processing and its Applications. [Abstract]

1998
[1998] - Müjdat Çetin and W. Clem Karl, "A statistical method for discrimination of natural terrain types from SAR data," ICIP98 - IEEE International Conference on Image Processing. [Abstract]

1997
[1997] - Müjdat Çetin and W. Clem Karl, "A statistical tomographic approach to synthetic aperture radar image reconstruction," ICIP97 - IEEE International Conference on Image Processing. [Abstract]
[1997] - Müjdat Çetin and W. Clem Karl, "Inversion and Inference based on Tomographic Data," Progress in Electromagnetics Research Symposium.

1995
[1995] - G. A. Medrano-Cerda, E. E. Eldukhri, and M. Çetin, "Balancing and attitude control of double and triple inverted pendulums," Transactions of the Institute of Measurement and Control.

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Computer Vision and Pattern Analysis Laboratory, Sabanci University
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