Mujdat  Cetin

Türkçe sürüm

Mujdat Cetin

E-mail : mcetinsabanciuniv.edu

Personal web page

Education :

Ph.D. in Electrical and Computer Engineering, Boston University, 2001
M.S. in Electrical and Electronics Engineering, University of Salford, 1995
B.S. in Electrical and Electronics Engineering, Boğaziçi University, 1993

Work Experience :

Massachusetts Institute of Technology (2001-2005), Boston University (1995-2001), Koç University (1994-1995)

Areas of Interest :

Statistical signal and image processing, inverse problems, computer vision, wireless sensor networks, data fusion, radar imaging, biomedical information processing, sensor array signal processing, brain-computer interfaces

Awards :

  • Elected Member - IEEE Bioimaging and Signal Processing Technical Committee  2015
  • IEEE International Conference on Image Processing - Top 10% paper recognition - The Institute of Electrical and Electronics Engineers (IEEE)  2015
  • Keynote Speaker - International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing  2015
  • Keynote Speaker - Computational Sensorics Workshop  2015
  • Elected Member - IEEE Image, Video, and Multidimensional Signal Processing Technical Committee  2014
  • IET Radar, Sonar and Navigation Premium (Best Paper) Award - The Institution of Engineering and Technology (IET)  2013
  • Best Paper Award - IEEE Signal Processing Society  2011
  • Research Incentive Award - METU Mustafa Parlar Foundation  2010
  • IEEE Conference on Signal Processing, Communications, and their Applications, Second Place Award in Student Paper Competition - The Institute of Electrical and Electronics Engineers (IEEE)  2009
  • Elsevier Signal Processing Journal Best Paper Award - European Signal Processing Association (EURASIP)  2008
  • IEEE Conference on Signal Processing, Communications, and their Applications Best Student Paper Award - The Institute of Electrical and Electronics Engineers (IEEE)  2008
  • The Turkish Academy of Sciences (TUBA) Distinguished Young Scientist Award (GEBIP) - The Turkish Academy of Sciences (TÜBA)  2008
  • International Conference on Information Fusion, Best Student Paper Award (co-author) - International Society of Information Fusion  2005

Membership :

The Institute of Electrical and Electronics Engineers (IEEE) The European Association for Signal Processing (EURASIP) International Society of Information Fusion (ISIF) Elected Member, IEEE Image, Video, and Multidimensional Signal Processing Technical Committee

Publications :

Article
Mesadi, Fitsum and Çetin, Müjdat and Taşdizen, Tolga (2017) "Disjunctive normal parametric level set with application to image segmentation", IEEE Transactions on Image Processing, Vol.26, No.6, 2618-2631 ()
Hasankhaan, Mohammad Javad and Samadi, Sadegh and Çetin, Müjdat (2017) "Sparse representation-based algorithm for joint SAR image formation and autofocus", Signal, Image and Video Processing, Vol.11, No.4, 589-596 ()
Khwaja, Ahmed Shaharyar and Çetin, Müjdat (2017) "Compressed sensing ISAR reconstruction considering highly maneuvering motion", Electronics, Vol.6, No.1 ()
Güven, H. Emre and Güngör, Alper and Çetin, Müjdat (2016) "An augmented Lagrangian method for complex-valued compressed SAR imaging", IEEE Transactions on Computational Imaging, Vol.2, No.3, 235-250 (ESCI)
Malioutov, Dmitry M. and Çorum, Aycan Adrian and Çetin, Müjdat (2016) "Covariance matrix estimation for interest-rate risk modeling via smooth and monotone regularization", IEEE Journal of Selected Topics in Signal Processing, Vol.10, No.6, 1006-1014 (SCI)
Delgado Saa, Jaime Fernando and De Pesters, Adriana and Çetin, Müjdat (2016) "Asynchronous decoding of finger movements from ECoG signals using long-range dependencies conditional random fields", Journal of Neural Engineering, Vol.13, No.3 (SCI)
Coşar, Serhan and Çetin, Müjdat (2015) "Sparsity-driven bandwidth-efficient decentralized tracking in visual sensor networks", Computer Vision and Image Understanding, Vol.139, 40-58 (SCI)
Soğanlı, Abdurrahim and Erçetin, Özgür and Çetin, Müjdat (2015) "On the quality and timeliness of fusion in a random access sensor network", IEEE Signal Processing Letters, Vol.22, No.9, 1259-1263 (SCI)
Delgado Saa, Jaime Fernando and De Pesters, Adriana and McFarland, Dennis and Çetin, Müjdat (2015) "Word-level language modeling for P300 spellers based on discriminative graphical models", Journal of Neural Engineering, Vol.12, No.2 (SCI)
Üney, Murat and Çetin, Müjdat (2014) "Optimization of decentralized random field estimation networks under communication constraints through Monte Carlo methods", Digital Signal Processing, Vol.34, 16-28 (SCI)
Coşar, Serhan and Çetin, Müjdat (2014) "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, 864-873 (SCI)
Çetin, Müjdat and Stojanovic, Ivana and Önhon, Özben Naime and Varshney, Kush R. and Samadi, Sadegh and Karl, W. Clem and Willsky, Alan S. (2014) "Sparsity-driven synthetic aperture radar imaging [Reconstruction, autofocusing, moving targets, and compressed sensing]", IEEE Signal Processing Magazine, Vol.31, No.4, 27-40 (SCI)
Soğanlı, Abdurrahim and Uzunbaş, Mustafa Gökhan and Çetin, Müjdat (2014) "Combining learning-based intensity distributions with nonparametric shape priors for image segmentation", Signal, Image and Video Processing, Vol.8, No.4, 789-798 (SCI)
Stojanovic, Ivana and Çetin, Müjdat and Karl, W. Clem (2013) "Compressed sensing of monostatic and multistatic SAR", IEEE Geoscience and Remote Sensing Letters, Vol.10, No.6, 1444-1448 (SCI)
Delgado Saa, Jaime Fernando and Çetin, Müjdat (2013) "Discriminative methods for classification of asynchronous imaginary motor tasks from EEG data", IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol.21, No.5, 716-724 (SCI)
Samadi, Sadegh and Çetin, Müjdat and Masnadi-Shirazi, Mohammad Ali (2013) "Multiple feature-enhanced SAR imaging using sparsity in combined dictionaries", IEEE Geoscience and Remote Sensing Letters, Vol.10, No.4, 821-825 (SCI)
Delgado Saa, Jaime Fernando and Çetin, Müjdat (2012) "A latent discriminative model-based approach for classification of imaginary motor tasks from EEG data", Journal of Neural Engineering, Vol.9, No.2 (SCI)
Önhon, Özben Naime and Çetin, Müjdat (2012) "A sparsity-driven approach for joint SAR imaging and phase error correction", IEEE Transactions on Image Processing, Vol.21, No.4, 2075-2088 (SCI)
Tüysüzoğlu, Ahmet and Kracht, Jonathan M. and Cleveland, Robin O. and Çetin, Müjdat and Karl, W. Clem (2012) "Sparsity driven ultrasound imaging", Journal of the Acoustical Society of America, Vol.131, No.issue 2 part 1, 1271-1281 (SCI)
Üney, Murat and Çetin, Müjdat (2011) "Monte Carlo optimization of decentralized estimation networks over directed acyclic graphs under communication constraints", IEEE Transactions on Signal Processing, Vol.59, No.11, 5558-5576 (SCI)
Batu, Özge and Çetin, Müjdat (2011) "Parameter selection in sparsity-driven SAR imaging", IEEE Transactions on Aerospace and Electronic Systems, Vol.47, No.4, 3040-3050 (SCI)
Coşar, Serhan and Çetin, Müjdat (2011) "A graphical model based solution to the facial feature point tracking problem", Image and Vision Computing, Vol.29, No.5, 335-350 (SCI)
Samadi, Sadegh and Çetin, Müjdat and Masnadi-Shirazi, Mohammad Ali (2011) "Sparse representation-based synthetic aperture radar imaging", IET Radar, Sonar and Navigation, Vol.5, No.2, 182-193 (SCI)
Uzunbaş, Mustafa Gökhan and Soldea, Octavian and Ünay, Devrim and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül and Ekin, Ahmet (2010) "Coupled nonparametric shape and moment-based intershape pose priors for multiple basal ganglia structure segmentation", IEEE Transactions on Medical Imaging, Vol.29, No.12, 1959-1978 (SCI)
Potter, Lee C. and Ertin, Emre and Parker, Jason T. and Çetin, Müjdat (2010) "Sparsity and compressed sensing in radar imaging", Proceedings of the IEEE, Vol.98, No.6, 1006-1020 (SCI)
Sun, Walter and Çetin, Müjdat and Chan, Raymond and Willsky, Alan S. (2008) "Learning the dynamics and time-recursive boundary detection of deformable objects", IEEE Transactions on Image Processing, Vol.17, No.11, 2186-2200 (SCI)
Varshney, Kush R. and Çetin, Müjdat and Fisher, III, John W. and Willsky, Alan S. (2008) "Sparse representation in structured dictionaries with application to synthetic aperture radar", IEEE transactions on signal processing, Vol.56, No.issue 8, part 1, 3548-3561 (SCI)
Kim, Junmo and Çetin, Müjdat and Willsky, Alan S. (2007) "Nonparametric shape priors for active contour-based image segmentation", Signal processing, Vol.87, No.12, 3021-3044 (SCI)
Çetin, Müjdat and Chen, Lei and Fisher, III, John W. and Ihler, Alexander T. and Moses, Randolph L. and Wainwright, Martin J. and Willsky, Alan S. (2006) "Distributed fusion in sensor networks: a graphical models perspective", IEEE Signal Processing Magazine, Vol.23, No.4, 42-55 (SCI)
Chen, Lei and Wainwright, Martin J. and Çetin, Müjdat and Willsky, Alan S. (2006) "Data association based on optimization in graphical models with application to sensor networks", Mathematical and computer modelling, Vol.43, No.9-10, 1114-1135 (SCI)
Sun, Walter and Çetin, Müjdat and Thacker, W. Carlisle and Chin, T. Mike and Willsky, Alan S. (2006) "Variational approaches on discontinuity localization and field estimation in sea surface temperature and soil moisture", IEEE Transactions on Geoscience and Remote Sensing, Vol.44, No.2, 336-350 (SCI)
Çetin, Müjdat and Karl, William C. and Willsky, Alan S. (2006) "Feature-preserving regularization method for complex-valued inverse problems with application to coherent imaging", Optical engineering, Vol.45, No.1 (SCI)
Kim, Junmo and Fisher, III, John W. and Yezzi, Anthony and Çetin, Müjdat and Willsky, Alan S. (2005) "A nonparametric statistical method for image segmentation using information theory and curve evolution", IEEE Transactions on Image Processing, Vol.14, No.10, 1486-1502 (SCI)
Çetin, Müjdat and Lanterman, A.D. (2005) "Region-enhanced passive radar imaging", IEE Proceedings - Radar, Sonar, and Navigation, Vol.152, No.3, 185-194 (SCI)
Book Section / Chapter
Coşar, Serhan and Çetin, Müjdat, "Decentralized human tracking in visual sensor networks: using sparse representation for efficient communication", Human Behavior Understanding in Networked Sensing: Theory and Applications of Networks of Sensors, Spagnolo, Paolo and Mazzeo, Pier Luigi and Distante, Cosimo (eds.), New York: Springer, November 2014, 45-73
Stojanovic, Ivana and Çetin, Müjdat and Karl, W. Clem, "Sparsity and compressed sensing in mono-static and multi-static radar imaging ", Compressed Sensing & Sparse Filtering, Carmi, Avishy Y. and Mihaylova, Lyudmila S. and Godsill, Simon J. (eds.), New York, USA: Springer 2014, 395-421
Vural, Esra and Çetin, Müjdat and Erçil, Aytül and Littlewort, Gwen and Bartlett, Marian and Movellan, Javier, "Machine learning systems for detecting driver drowsiness", In-Vehicle Corpus and Signal Processing for Driver Behavior, Takeda, K. and Hansen, J. H. L and Erdoğan, Hakan and Abut, Hüseyin (eds.), New York, USA: Springer, November 2008, 97-110
Bartlett, Marian and Littlewort, Gwen and Movellan, Javier and Vural, Esra and Lee, Kang and Çetin, Müjdat and Erçil, Aytül, "Datamining spontaneous facial behavior with automatic expression coding", Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction, Esposito, Anna and Bourbakis, Nikolaos G. and Avouris, Nikolaos and Hatzilygeroudis, Ioannis (eds.), USA: Springer, October 2008
Papers in Conference Proceedings
Ghani, Muhammad Usman and Erdil, Ertunç and Demir Kanık, Sümeyra Ümmühan and Argunşah, Ali Özgür and Hobbiss, Anna Felicity and Israely, Inbal and Ünay, Devrim and Taşdizen, Tolga and Çetin, Müjdat, "Dendritic spine shape analysis: a clustering perspective", Hua, Gang and Jégou, Hervé (eds.), 14th European Conference on Computer Vision (ECCV 2016), Springer International Publishing, September 2016, 256-273
Mesadi, Fitsum and Çetin, Müjdat and Taşdizen, Tolga, "Disjunctive normal level set: an efficient parametric implicit method", IEEE International Conference on Image Processing (ICIP 2016), IEEE (Institute of Electrical and Electronics Engineers), September 2016
Baz, İpek and Yörük, Erdem and Çetin, Müjdat, "Context-aware hybrid classification system for fine-grained retail product recognition", IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2016), IEEE (Institute of Electrical and Electronics Engineers), July 2016
Erdil, Ertunç and Yıldırım, Sinan and Çetin, Müjdat and Taşdizen, Tolga, "MCMC shape sampling for image segmentation with nonparametric shape priors", 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2016, 411-419
Elwardy, Majed Mahmoud Ramadan and Taşdizen, Tolga and Çetin, Müjdat, "Disjunctive normal unsupervised LDA for P300-based brain-computer interfaces", 24th Signal Processing and Communication Application Conference (SIU 2016), IEEE (Institute of Electrical and Electronics Engineers), May 2016
Ghani, Muhammad Usman and Demir Kanık, Sümeyra Ümmühan and Argunşah, Ali Özgür and Israely, Inbal and Ünay, Devrim and Çetin, Müjdat, "Dendritic spine classification based on two-photon microscopic images using sparse representation (İki foton mikroskobik görüntülerdeki dentritik dikenlerin seyrek temsil kullanarak sınıflandırılması)", 24th Signal Processing and Communication Application Conference (SIU 2016), IEEE (Institute of Electrical and Electronics Engineers), May 2016
Günay, Sezen Yağmur and Hocaoğlu, Elif and Patoğlu, Volkan and Çetin, Müjdat, "Detection of motor task difficulty level from EEG data (EEG verisinden motor hareketi zorluk seviyesinin tespiti)", 24th Signal Processing and Communication Application Conference (SIU 2016), IEEE (Institute of Electrical and Electronics Engineers), May 2016
Günay, Sezen Yağmur and Hocaoğlu, Elif and Patoğlu, Volkan and Çetin, Müjdat, "Classification of motor task execution speed from EEG data", 24th Signal Processing and Communication Application Conference (SIU 2016), IEEE (Institute of Electrical and Electronics Engineers), May 2016
Özdenizci, Ozan and Yalçın, Mustafa and Erdoğan, Ahmetcan and Patoğlu, Volkan and Grosse-Wentrup, Moritz and Çetin, Müjdat, "Resting-state EEG correlates of motor learning performance in a force-field adaptation task", 24th Signal Processing and Communication Application Conference (SIU 2016), IEEE (Institute of Electrical and Electronics Engineers), May 2016
Erdil, Ertunç and Rada, Lavdie and Argunşah, Ali Özgür and Israely, Inbal and Ünay, Devrim and Taşdizen, Tolga and Çetin, Müjdat, "Nonparametric joint shape and feature priors for segmentation of dendritic spines", IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2016
Ghani, Muhammad Usman and Argunşah, Ali Özgür and Israely, Inbal and Ünay, Devrim and Taşdizen, Tolga and Çetin, Müjdat, "On comparison of manifold learning techniques for dendritic spine classification", IEEE International Symposium on Biomedical Imaging, USA: IEEE (Institute of Electrical and Electronics Engineers), April 2016
Ghani, Muhammad Usman and Mesadi, Fitsum and Demir Kanık, Sümerya Ümmühan and Argunşah, Ali Özgür and Israely, Inbal and Ünay, Devrim and Taşdizen, Tolga and Çetin, Müjdat, "Dendritic spine shape analysis using disjunctive normal shape models", IEEE International Symposium on Biomedical Imaging, USA: IEEE (Institute of Electrical and Electronics Engineers), April 2016
Mesadi, Fitsum and Çetin, Müjdat and Taşdizen, Tolga, "Disjunctive normal shape and appearance priors with applications to image segmentation", Navab, Nassir and Hornegger, Joachim and Wells, William M. and Frangi, Alejandro F. (eds.), 18th International Conference on Medical Image Computing and Computer Assisted Interventions, Switzerland: Springer, October 2015, 703-710
Güven, Emre and Güngör, Alper and Çetin, Müjdat, "An augmented Lagrangian method for image reconstruction with multiple features", IEEE International Conference on Image Processing (ICIP 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), September 2015, 4175-4179
Koyaş, Ela and Saraç, Mine and Çetin, Müjdat and Patoğlu, Volkan, "Design and comparative evaluation of a BCI-based upper extremity robotic rehabilitation protocol", IEEE International Conference on Rehabilitation Robotics (ICORR 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2015, 979-984
Güngör, Alper and Çetin, Müjdat and Güven, Emre H., "An augmented Lagrangian method for autofocused compressed SAR imaging", 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2015, 1-5
Soğanlı, Abdurrahim and Çetin, Müjdat, "Low-rank sparse matrix decomposition for sparsity-driven SAR image reconstruction", 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2015, 239-243
Ergül, Mustafa and Nar, Fatih and Akyılmaz, Emre and Şen, Nigar and Çetin, Müjdat, "Information-theoretic noisy band detection in hyperspectral imagery (Hiperspektral görüntülerde gürültülü bantların bilişim kuramsal tespiti)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 2635-2638
Ghani, Muhammad Usman and Demir Kanık, Sümerya Ümmühan and Argunşah, Ali Özgür and Taşdizen, Tolga and Ünay, Devrim and Çetin, Müjdat, "Dendritic spine shape classification from two-photon microscopy images (Dendritik diken şekillerinin iki foton mikroskopi görüntüleri kullanılarak sınıflandırılması)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 939-942
Kılıç, Bike and Rada, Lavdie and Erdil, Ertunç and Argunşah, Ali Özgür and Çetin, Müjdat and Ünay, Devrim, "Automated dendritic spine tracking on 2-photon microscopic images (2-Foton mikroskopi görüntülerinde otomatik dendritik diken takibi)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 1873-1876
Özdenizci, Ozan and Meyer, Timm and Çetin, Müjdat and Grosse-Wentrup, Moritz, "Adaptive neurofeedback on parieto-occipital cortex for motor learning performance (Motor öğrenme performansı için parieto-oksipital korteks üzerinde uyarlamalı nörogeribesleme)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 1837-1840
Soğanlı, Abdurrahim and Çetin, Müjdat, "Sparsity-driven SAR image reconstruction via low-rank sparse matrix decomposition (Seyreklik güdümlü SAR görüntü geriçatımı için düşük sıralı seyrek matris ayrışımı)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 2333-2336
Yılmaz, İsmail and Demir Kanık, Sümerya Ümmühan and Taşdizen, Tolga and Çetin, Müjdat, "Semi-supervised adaptation of motor imagery based BCI systems (Hayali motor hareketleri tabanlı BBA sistemlerinde yarı güdümlü uyarlama)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 1841-1844
Erdil, Ertunç and Argunşah, Ali Özgür and Taşdizen, Tolga and Ünay, Devrim and Çetin, Müjdat, "A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images", IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2015, 797-800
Ramesh, Nisha and Mesadi, Fitsum and Çetin, Müjdat and Taşdizen, Tolga, "Disjunctive normal shape models", 12th International Symposium on Biomedical Imaging (ISBI 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2015, 1535-1539
Rada, Lavdie and Erdil, Ertunç and Argunşah, Ali Özgür and Ünay, Devrim and Çetin, Müjdat, "Automatic dendritic spine detection using multiscale dot enhancement filters and sift features", IEEE International Conference on Image Processing (ICIP 2014), USA: IEEE (Institute of Electrical and Electronics Engineers), October 2014
Soğanlı, Abdurrahim and Çetin, Müjdat, "Dictionary learning for sparsity-driven sar image reconstruction", IEEE International Conference on Image Processing (ICIP), USA: IEEE (Institute of Electrical and Electronics Engineers), October 2014
Delgado Saa, Jaime Fernando and de Pesters, Adriana and McFarland, Dennis and Çetin, Müjdat, "A probabilistic graphical model for word-level language modeling in P300 spellers", Müller-Putz, Gernot and Bauernfeind, Günther and Brunner, Clemens and Steyrl, David and Wriessnegger, Selina and Scherer, Reinhold (eds.), 6th International Brain-Computer Interface Conference 2014, Graz, Austria: Technical University of Graz, September 2014
Özdenizci, Ozan and Meyer, Timm and Çetin, Müjdat and Grosse-Wentrup, Moritz, "Towards neurofeedback training of associative brain areas for stroke rehabilitation", Müller-Putz, Gernot and Bauernfeind, Günther and Brunner, Clemens and Steyrl, David and Wriessnegger, Selina and Scherer, Reinhold (eds.), 6th International Brain-Computer Interface Conference 2014, Graz, Austria: Technical University of Graz, September 2014
Güven, H. Emre and Çetin, Müjdat, "An augmented lagrangian method for sparse SAR imaging", 10th European Conference on Synthetic Aperture Radar (EUSAR 2014), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2014, 1-4
Erdil, Ertunç and Argunşah, Ali Özgür and Ünay, Devrim and Çetin, Müjdat, "SpineS: An automatic tool for finding volume changes of dendritic spines in time in 2-photon microscopy images (2-Foton mikroskopi görüntülerinde dendritik dikenlerin zaman içindeki hacim değişimini otomatik olarak bulan bir araç)", 12th National Neuroscience Congress, Istanbul, Turkey: Brain Research Association, May 2014
Güven, Emre H. and Çetin, Müjdat, "A fast augmented Lagrangian approach for compressed SAR imaging", NATO SET-213 Specialist Meeting: Compressive Sensing for Radar/SAR and EO/IR Imaging, Alexandria, VA: NATO, May 2014
Güven, H. Emre and Çetin, Müjdat, "An alternating direction method of multipliers for sparse SAR imaging (Seyrek SAR görüntüleme için yön değiştiren çarpanlar yaklaşımı)", 22nd Signal Processing and Communications Applications Conference (SIU 2014), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2014, 666-669
Koyaş, Ela and Hocaoğlu, Elif and Çetin, Müjdat and Patoğlu, Volkan, "Detection of task difficulty from intention level information in the EEG features (EEG özniteliklerindeki istek düzeyi bilgisi ile görev zorluğu tespiti)", 22nd Signal Processing and Communications Applications Conference (SIU 2014), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2014, 1873-1876
Soğanlı, Abdurrahim and Çetin, Müjdat, "Dictionary learning-based approach for sar image reconstruction (Sar imgelerinin geri çatılması için sözlük öğrenimi tabanlı bir yöntem)", 22nd Signal Processing and Communications Applications Conference (SIU 2014), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2014, 2098-2101
Koyaş, Ela and Hocaoğlu, Elif and Patoğlu, Volkan and Çetin, Müjdat, "Detection of intention level in response to task difficulty from EEG signals", IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), September 2013
Önhon, Özben Naime and Çetin, Müjdat, "SAR moving target imaging using group sparsity", 21st European Signal Processing Conference (Eusipco 2013), Europe: EURASIP (European Association for Signal Processing), September 2013
Sevilmiş, Berk and Okman, O. Erman and Nar, Fatih and Demirkesen, Can and Çetin, Müjdat, "A robust nonlinear scale space change detection approach for SAR images", Bruzzone, L. (ed.), Conference on Image and Signal Processing for Remote Sensing XIX, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), September 2013
Coşar, Serhan and Çetin, Müjdat, "A sparsity-driven approach to multi-camera tracking in visual sensor networks", 10th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2013, 407-413
Saraç, Mine and Koyaş, Ela and Erdoğan, Ahmetcan and Çetin, Müjdat and Patoğlu, Volkan, "Brain computer interface based robotic rehabilitation with online modification of task speed", IEEE International Conference on Rehabilitation Robotics (ICORR 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2013
Ulaş, Çağdaş and Çetin, Müjdat, "Incorporation of a language model into a brain computer interface based Speller through HMMs", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2013, 1138-1142
Akyılmaz, Emre and Demirkesen, Can and Nar, Fatih and Okman, O. Erman and Çetin, Müjdat, "Interactive ship segmentation in SAR images (SAR görüntülerinde etkileşimli gemi bölütleme)", 21st Signal Processing and Communications Applications Conference (SIU 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2013
Erdil, Ertunç and Argunşah, Ali Özgür and Ünay, Devrim and Çetin, Müjdat, "A watershed and active contours based method for dendritic spine segmentation in 2-photon microscopy images (2-Foton mikroskopi görüntülerindeki dendritik dikenlerin bölütlenmesi için watershed ve etkin çevritlere dayalı bir yöntem)", 21st Signal Processing and Communications Applications Conference (SIU 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2013
Koyaş, Ela and Saraç, Mine and Erdoğan, Ahmetcan and Çetin, Müjdat and Patoğlu, Volkan, "Control of a BCI-based upper limb rehabilitation system utilizing posterior probabilities (BBA tabanlı üst uzuv rehabilitasyon sisteminin sonsal olasılık değerleri kullanılarak kontrolü)", 21st Signal Processing and Communications Applications Conference (SIU 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2013
Ulaş, Çağdaş and Çetin, Müjdat, "The first brain-computer interface utilizing a Turkish language model (Türkçe dil modeli kullanan ilk beyin-bilgisayar arayüzü)", 21st Signal Processing and Communications Applications Conference (SIU 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2013
Yağcı, A. Murat and Erdil, Ertunç and Argunşah, Ali Özgür and Ünay, Devrim and Çetin, Müjdat and Akarun, Lale and Gürgen, Fikret, "Biomedical image time series registration with particle filtering (Parçacık süzgeci ile biyomedikal görüntü zaman serisi çakıştırma)", 21st Signal Processing and Communications Applications Conference (SIU 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2013
Akyılmaz, Emre and Okman, O. Erman and Nar, Fatih and Çetin, Müjdat, "Automatic and semi-automatic extraction of curvilinear features from SAR images ", SPIE Security + Defence Symposium, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), September 2012
Demirkesen, Can and Okman, Erman and Nar, Fatih and Çetin, Müjdat, "Sentetik açıklıklı radar görüntülerinde alan tabanlı hedef tespiti ve paralel gerçekleştirmesi (Region based target detection in synthetic aperture radar images and its parallel implementation) ", Sixth Defense Technologies Conference, Turkey: METU (Middle East Technical University), June 2012
Nar, Fatih and Demirkesen, Can and Okman, O. Erman and Çetin, Müjdat, "Region based target detection approach for synthetic aperture radar images and its parallel implementation", SPIE Defense, Security + Sensing Symposium, USA: SPIE (Society of Photo-optical Instrumentation Engineers), April 2012
Soğanlı, Abdurrahim and Uzunbaş, M. Gökhan and Çetin, Müjdat, "Türdeş yoğunlukta olmayan arkaplan ve önplana sahip nesnelerin olasılık yoğunluk fonksiyonu tabanlı veri terimi ve parametrik olmayan şekil önbilgisi kullanılarak bölütlenmesi (Segmentation of inhomogeneous foreground and background intensity objects using a probability density function based data term and nonparametric shape priors) ", IEEE 20th Conference on Signal Processing and Communications Applications (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2012, 1-4
Coşar, Serhan and Çetin, Müjdat, "A group sparsity-driven approach to 3-D action recognition ", IEEE International Conference on Computer Vision, Workshop on Visual Surveillance, USA: IEEE (Institute of Electrical and Electronics Engineers), November 2011
Önhon, Özben Naime and Çetin, Müjdat, "Sparsity-driven image formation and space-variant focusing for SAR", 18th IEEE International Conference on Image Processing (ICIP 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), September 2011, 173-176
Delgado Saa, Jaime Fernando and Çetin, Müjdat, "Hidden conditional random fields for classification of imaginary motor tasks from EEG data ", 19th European Signal Processing Conference (EUSIPCO 2011), Spain: EURASIP (European Association for Signal Processing), August 2011
Önhon, Özben Naime and Çetin, Müjdat, "SAR moving target imaging in a sparsity-driven framework", Papadakis, M. and VanDeVille, D. and Goyal, V. K. (eds.), SPIE Optics + Photonics Symposium, Wavelets and Sparsity XIV Conference, USA: SPIE (Society of Photo-optical Instrumentation Engineers), August 2011
Batu, Özge and Çetin, Müjdat, "Sparsity-driven spatio-temporal EEG source estimation (Seyreklik tabanlı uzam-zamansal EEG kaynak kestirimi)", IEEE 19th Conference on Signal Processing and Communications Applications (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2011, 980-983
Nar, Fatih and Demirkesen, Can and Okman, Osman Erman and Çetin, Müjdat, "A region-based target detection method for SAR images (SAR görüntüleri için bölge tabanlı bir hedef tespit yöntemi)", IEEE 19th Conference on Signal Processing and Communications Applications (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2011, 809-812
Önhon, Özben Naime and Çetin, Müjdat, "A sparsity-driven approach for SAR image formation and space-variant focusing (SAR görüntü oluşturma ve uzam değişir odaklama için seyreklik güdümlü bir yaklaşım)", IEEE 19th Conference on Signal Processing and Communications Applications (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2011, 614-617
Amcalar, Armağan and Çetin, Müjdat, "Design, implementation and evaluation of a real-time P300-based brain-computer interface system", 20th International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2010, 117-120
Argunşah, Ali Özgür and Çetin, Müjdat, "AR-PCA-HMM approach for sensorimotor task classification in EEG-based brain-computer interfaces", 20th International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2010, 113-116
Soldea, Octavian and Ekin, Ahmet and Soldea , Diana F. and Ünay, Devrim and Çetin, Müjdat and Erçil, Aytül and Uzunbaş, Mustafa Gökhan and Fırat, Zeynep and Cihangiroğlu, Mutlu and Initiative, The Alzheimers Disease Neuroimaging, "Segmentation of anatomical structures in brain MR images using atlases in FSL - a quantitative approach", 20th International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2010, 2592-2595
Vural, Esra and Bartlett, Marian and Littlewort, Gwen and Çetin, Müjdat and Erçil, Aytül and Movellan, Javier, "Discrimination of moderate and acute drowsiness based on spontaneous facial expressions", 20th International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2010, 3874-3877
Amcalar, Armağan and Çetin, Müjdat, "Çevrimiçi heceleme için bir beyin-bilgisayar arayüzü sistemi (A brain-computer interface system for online spelling)", IEEE 18.Sinyal İşleme ve İletişim Uygulamaları Kurultayı - SIU2010 (IEEE 18th Conference on Signal Processing, Communications, and Their Applications), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2010, 196-199
Argunşah, Ali Özgür and Çetin, Müjdat, "Saklı Markov modelleri ve boyut indirgemeye dayalı bir beyin-bilgisayar arayüzü algoritması (A brain-computer interface algorithm based on hidden Markov models and dimensionality reduction)", IEEE 18.Sinyal İşleme ve İletişim Uygulamaları Kurultayı - SIU2010 (IEEE 18th Conference on Signal Processing, Communications, and Their Applications), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2010, 93-96
Önhon, Özben Naime and Çetin, Müjdat, "Seyreklik güdümlü odaklanmış SAR görüntü oluşturma (Sparsity-driven focused SAR image formation)", IEEE 18.Sinyal İşleme ve İletişim Uygulamaları Kurultayı - SIU2010 (IEEE 18th Conference on Signal Processing, Communications, and Their Applications), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2010, 352-355
Önhon, Özben Naime and Çetin, Müjdat, "Joint sparsity-driven inversion and model error correction for radar imaging", IEEE International Conference on Acoustics Speech and Signal Processing 2010 (ICASSP), USA: IEEE (Institute of Electrical and Electronics Engineers), March 2010, 1206-1209
Ünay, Devrim and Soldea, Octavian and Ekin, Ahmet and Çetin, Müjdat and Erçil, Aytül, "Automatic annotation of X-ray images: a study on attribute selection", Caputo, B. and Muller, H. and SyedaMahmood, T. and Duncan, J. S. and Wang, F. and KalpathyCramer, J. (eds.), MCBR-CDS 2009: Medical Content-based Retrieval for Clinical Decision Support: In conjunction with MICCAI 2009 (12th International Conference on Medical Image Computing and Computer Assisted Intervention), Berlin, Germany: Springer 2010, 97-109
Argunşah, Ali Özgür and Çürüklü, Ali Baran and Çetin, Müjdat, "Detection of eye blinks from EEG using hidden Markov models", Medicinteknikdagarna 2009, Vasteras, Sweden: Swedish Society For Medical Engineering and Medical Physics, September 2009
Ünay, Devrim and Soldea, Octavian and Akyüz, Süreyya and Çetin, Müjdat and Erçil, Aytül, "Medical image retrieval and automatic annotation: VPA-SABANCI at ImageCLEF 2009", Cross-Language Evaluation Forum (CLEF) Workshop, Corfu, Greece: The Cross-Language Evaluation Forum (CLEF), September 2009
Üney, Murat and Çetin, Müjdat, "An efficient Monte Carlo approach for optimizing communication constrained decentralized estimation networks", 17th European Signal Processing Conference (EUSIPCO-2009), Glasgow, Scotland: EURASIP (European Association for Signal Processing), August 2009
Üney, Murat and Çetin, Müjdat, "An efficient Monte Carlo approach for optimizing decentralized estimation networks constrained by undirected topologies", IEEE/SP 15th Workshop on Statistical Signal Processing, 2009 (SSP '09), USA: IEEE (Institute of Electrical and Electronics Engineers), August 2009, 485-488
Chen, Zhexu (Michael) and Chen, Lei and Çetin, Müjdat and Willsky, Alan S., "An efficient message passing algorithm for multi-target tracking", Zelnio, E.G. and Garber, F.D. (eds.), 12th International Conference on Information Fusion, 2009 (FUSION '09), USA: IEEE (Institute of Electrical and Electronics Engineers), June 2009, 826-833
Uzunbaş, Mustafa Gökhan and Soldea, Octavian and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül and Ünay, Devrim and Ekin, Ahmet and Fırat, Zeynep, "Volumetric segmentation of multiple basal ganglia structures using nonparametric coupled shape and inter-shape pose priors", IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2009), Boston, USA: IEEE, June 2009
Uzunbaş, Mustafa Gökhan and Soldea, Octavian and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül and Ekin, Ahmet, "Volumetric segmentation of multiple basal ganglia structures", 12th Israeli Symposium on Computer-Aided Surgery, Medical Robotics, and Medical Imaging, Israel: Technion - Israel Institute of Technology, May 2009
Önhon, Özben Naime and Çetin, Müjdat, "Faz hatalı SAR verileri için karesel olmayan düzenlileştirmeye dayalı bir görüntü oluşturma tekniği (A nonquadratic regularization based image reconstruction technique for SAR data with phase errors)", Zelnio, E.G. and Garber, F.D. (eds.), IEEE 17th Signal Processing and Communications Applications Conference, 2009 (SIU 2009), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2009, 568-571
Önhon, Özben Naime and Çetin, Müjdat, "A nonquadratic regularization-based technique for joint SAR imaging and model error correction", Zelnio, Edmund G. and Garber, Frederick D. (eds.), SPIE Defense, Security, and Sensing Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, Bellingham WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), April 2009
Samadi, Sadegh and Çetin, Müjdat and Masnadi-Shirazi, Mohammad Ali, "Multiple feature-enhanced synthetic aperture radar imaging", Zelnio, Edmund G. and Garber, Frederick D. (eds.), SPIE Defense, Security, and Sensing Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, Bellingham WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), April 2009
Stojanovic, Ivana and Karl, W. Clem and Çetin, Müjdat, "Compressed sensing of monostatic and multistatic SAR", Zelnio, Edmund G. and Garber, Frederick D. (eds.), SPIE Defense, Security, and Sensing Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, Bellingham WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), April 2009
Üney, Murat and Çetin, Müjdat, "İletişim kısıtları altında dağıtık rasgele-alan kestirimi (Decentralized random-field estimation under communication constraints)", IEEE 17th Signal Processing and Communications Applications Conference, 2009 (SIU 2009), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2009, 524-527
Uzunbaş, Mustafa Gökhan and Soldea, Octavian and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül and Ünay, Devrim and Ekin, Ahmet and Fırat , Zeynep, "Multi-object segmentation using coupled nonparametric shape and relative pose priors", Bouman, Charles A. and Miller, Eric L. and Pollak, Ilya (eds.), IS&T/SPIE Electronic Imaging, Computational Imaging VII, Bellingham WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), February 2009
Ünay, Devrim and Chen, Xiaojing and Erçil, Aytül and Çetin, Müjdat and Jasinschi, Radu and van Buchem, Mark A. and Ekin, Ahmet, "Binary and nonbinary description of hypointensity for search and retrieval of brain MR images", Schettini, Raimondo and Jain, Ramesh C. and Santini, Simone (eds.), IS&T/SPIE Electronic Imaging, Multimedia Content Access: Algorithms and Systems III, Bellingham WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2009
Samadi, Sadegh and Çetin, Müjdat and Masnadi-Shirazi, Mohammad Ali, "Sparse signal representation for complex-valued imaging", IEEE 13th Digital Signal Processing Workshop & 5th IEEE Signal Processing Education Workshop, USA: IEEE (Institute of Electrical and Electronics Engineers) 2009, 365-370
Vural, Esra and Çetin, Müjdat and Erçil, Aytül and Littlewort, Gwen and Bartlett, Marian and Movellan, Javier, "Automated drowsiness detection for improved driving safety", ICAT 2008: International Conference on Automotive Technologies, Istanbul: Ford Otosan, November 2008
Sun, Walter and Çetin, Müjdat and Chan, Ray and Willsky, Alan S., "Segmentation of the evolving left ventricle by learning the dynamics", IEEE International Symposium on Biomedical Imaging, Paris, France: IEEE, May 2008, 229-232
Uzunbaş, Mustafa Gökhan and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül, "Coupled nonparametric shape priors for segmentation of multiple basal ganglia structures", 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008, USA: IEEE, May 2008, 217-220
Akan, Batu and Çetin, Müjdat and Erçil, Aytül, "Ölçekten bağımsız öznitelik dönüşümü kullanarak stereo kamera ile üç boyutlu kafa takibi = Stereo based 3D head pose tracking using the scale invariant feature transform", IEEE SIU (Sinyal İşleme Uygulamaları), Didim, Aydın, Turkey: IEEE, April 2008
Batu, Özge and Çetin, Müjdat, "İleri sentetik açıklıklı radar görüntüleme algoritmalarında parametre seçimi = Hyper-parameter selection in advanced synthetic aperture radar imaging slgorithms", IEEE Conference on Signal Processing, Communications, and their Applications, Didim, Aydın, Turkey: IEEE, April 2008
Uzunbaş, Mustafa Gökhan and Çetin, Müjdat and Ünal, Gözde and Erçil, Aytül, "Çoklu beyin yapılarının bağlaşık, parametrik olmayan şekil önbilgisi kullanılarak bölütlenmesi = Segmentation of multiple brain structures using coupled nonparametric shape priors", IEEE Conference on Signal Processing, Communications, and their Applications, Didim, Aydın, Turkey: IEEE, April 2008
Üney, Murat and Çetin, Müjdat, "Akustik algılayıcı ağlarında çarpan çizgeleri kullanarak hedef konumlandırma = Target localization in acoustic sensor networks using factor graphs", IEEE Conference on Signal Processing, Communications, and their Applications, Didim, Aydın, Turkey: IEEE, April 2008
Vural, Esra and Çetin, Müjdat and Erçil, Aytül and Littlewort, Gwen and Bartlett, Marian and Movellan, Javier, "Bilgisayarlı görü yöntemleriyle sürücüde uykululuğun sezimi = Detecting driver drowsiness using computer vision techniques)", IEEE SIU (Sinyal İşleme Uygulamaları), Didim, Aydın, Turkey: IEEE, April 2008
Batu, Özge and Çetin, Müjdat, "Hyper-parameter selection in non-quadratic regularization-based radar image formation", Zelnio, E.G. and Garber, F.D. (eds.), SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XV, Orlando, Florida, USA: SPIE, March 2008
Stojanovic, Ivana and Çetin, Müjdat and Karl, W. Clem, "Joint space aspect reconstruction of wide-angle SAR exploiting sparsity", Zelnio, E.G. and Garber, F.D. (eds.), SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XV, Orlando, Florida, USA: SPIE, March 2008
Vural, Esra and Çetin, Müjdat and Erçil, Aytül and Littlewort, Gwen and Bartlett, Marian and Movellan, Javier, "Drowsy driver detection through facial movement analysis", IEEE International Conference on Computer Vision, Human Computer Interaction Workshop, Rio de Janeiro, Brazil: Springer Verlag, November 2007, 6-18
Coşar, Serhan and Çetin, Müjdat and Erçil, Aytül, "A Robust facial feature point tracker using graphical models", IEEE International Symposium on Image and Signal Processing and Analysis, İstanbul, Turkey: IEEE, September 2007
Tekeli, Erkin and Çetin, Müjdat and Erçil, Aytül, "Shape and data-driven texture segmentation using local binary patterns", EURASIP European Signal Processing Conference, Poznan, Poland: EURASIP, September 2007
Üney, Murat and Çetin, Müjdat, "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, İstanbul, Turkey: IEEE, September 2007
Ünay, Devrim and Ekin, Ahmet and Çetin, Müjdat and Jasinschi, Ragu and Erçil, Aytül, "Robustness of local binary patterns in brain MR image analysis", 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France: IEEE, August 2007
Akan, Batu and Çetin, Müjdat and Erçil, Aytül, "3D head tracking using normal flow constraints in a vehicle environment", Biennial on DSP for in-Vehicle and Mobile Systems, İstanbul, Turkey: -, June 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", IEEE Conference on Signal Processing and Communications Applications, Eskişehir, Turkey: IEEE, June 2007, 1-5
Batu, Özge and Çetin, Müjdat, "Non-quadratic regularization based image deblurring: automatic parameter selection and feature based evaluation", IEEE Conference on Signal Processing and Communications Applications, Eskişehir, Turkey: IEEE, June 2007, 1-4
Coşar, Serhan and Çetin, Müjdat, "Eye feature point tracking by using graphical models", IEEE Conference on Signal Processing and Communications Applications, Eskişehir, Turkey: IEEE, June 2007, 1-4
Coşar, Serhan and Çetin, Müjdat and Erçil, Aytül, "Graphical model based facial feature point tracking in a vehicle environment", Biennial on DSP for in-Vehicle and Mobile Systems, İstanbul, Turkey: -, June 2007
Tekeli, Erkin and Çetin, Müjdat and Erçil, Aytül, "A Local binary patterns and shape priors based texture segmentation method", IEEE Conference on Signal Processing and Communications Applications, Eskişehir, Turkey: IEEE, June 2007
Varshney, Kush R. and Çetin, Müjdat and Fisher, III, John W. and Willsky, Alan S., "A Sparse signal representation-based approach to image formation and anisotropy determination in wide-angle radar", IEEE Conference on Signal Processing and Communications Applications, Eskişehir, Turkey: IEEE, June 2007, 1-4
Argunşah, Ali Özgür and Çürüklü, Ali Baran and Çetin, Müjdat and Erçil, Aytül, "A Novel feature extraction method for improving P300-speller performance", Applied Neuroscience for Healthy Brain Function Scientific Meeting, Nijmegen, The Netherlands: Applied Neuroscience Foundation, May 2007
Vural, Esra and Çetin, Müjdat and Erçil, Aytül and Littlewort, Gwen and Bartlett, Marian and Movellan, Javier, "Machine learning systems for detecting driver drowsiness", Takeda, K. and Hansen, J. H. L. and Erdogan, H. and Abut, H. (eds.), 3rd Biennial Workshop on Digital Signal Processing for Mobile and Vehicular Systems, Turkey: Hüseyin Abut, San Diego State University 2007
Çetin, Müjdat and Varshney, Kush R. and Fisher, III, John W., "Wide-angle sar image formation with migratory scattering centers and regularization in hough space", Adaptive Sensor Array Processing Workshop,, June 2006
Çetin, Müjdat, "Sparsity-driven sparse-aperture ultrasound imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing, Piscataway, USA: IEEE, May 2006, II-89
Çetin, Müjdat and Doğan, Eray, "Mikroskopik görüntüler için içkin görüntü hesaplaması ve görüntü bulanıklığının giderilmesi=intrinsic image estimation and image deblurring for microscopic images", IEEE Conference on Signal Processing and Communications Applications, Piscataway, USA: IEEE, April 2006, 1-4
Çetin, Müjdat and Moses, Randolph L., "Sıklık bandı eksiklikleri olan geniş açılı verilerden sentetik açıklıklı radar ile görüntüleme= synthetic aperture radar imaging from wide-angle data with frequency-band omissions", IEEE Conference on Signal Processing and Communications Applications, Piscataway, USA: IEEE, April 2006, 1-4
Çetin, Müjdat and Varshney, Kush R. and Fisher, III, John W., "Joint image formation and anisotropy characterization in wide-angle SAR", SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XIII, Bellingham, USA: SPIE, April 2006
Malima, Asanterabi Kighoma and Özgür, Erol and Çetin, Müjdat, "A fast algorithm for vision-based hand gesture recognition for robot control", IEEE 14th Signal Processing and Communications Applications, USA: IEEE (Institute of Electrical and Electronics Engineers), April 2006, 1-4
Chen, Lei and Çetin, Müjdat and Willsky, Alan S., "Distributed data association for multi-target tracking in sensor networks", International Conference on Information Fusion, Philadelphia, PA, USA: International Society of Information fusion, July 2005
Çetin, Müjdat and Sadler, Brian M., "Semi-blind sparse channel estimation with constant modulus symbols", IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, PA, USA: IEEE, March 2005, 561-564
Volumes Edited / Special Issues
Boyer, Kim and Çetin, Müjdat and Jain, Anil and Lee, Seong-Whan, Pattern Recognition Letters (Special Issue on Awards from ICPR 2010), Elsevier, May 2012
Working Paper / Technical Report
Ulaş, Çağdaş and Çetin, Müjdat, "Incorporation of a language model into a Brain Computer Interface based speller through HMMs", December 2012, Sabancı University ID:SU_FENS_2012/0002
Delgado, Jaime Fernando and Çetin, Müjdat, "Modeling differences in the time-frequency representation of EEG signals through HMM’s for classification of imaginary motor tasks", May 2011, Sabancı University ID:10.5900/SU_FENS_WP.2011.16498
Üney, Murat and Çetin, Müjdat, "Monte Carlo optimization approach for decentralized estimation networks under communication constraints", November 2010, Sabancı University ID:10.5900/SU_FENS_WP.2010.15985
Before SU Publications:

"Feature Enhancement and ATR Performance using Non-Quadratic Optimization-based SAR Imaging," Müjdat Çetin, W. Clem Karl, and David A. Castañon, IEEE Trans. Aerospace and Electronic Systems, vol. 39, no. 4, pp. 1375-1395, October 2003. "Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization," Müjdat Çetin and W. Clem Karl, IEEE Trans. Image Processing, vol. 10, no. 4, pp. 623-631, April 2001. "Balancing and attitude control of double and triple inverted pendulums," G. A. Medrano-Cerda, E. E. Eldukhri, and M. Çetin, Transactions of the Institute of Measurement and Control, vol. 17, no. 3, pp. 143-154, 1995. "Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images," Walter Sun, Müjdat Çetin, Ray Chan, Vivek Reddy, Fred Holmvang, Venkat Chandar, and Alan S. Willsky, Information Processing in Medical Imaging, Glenwood Springs, Colorado, July 2005. "Graphical Model-Based Algorithms for Data Association in Distributed Sensing," Lei Chen, Müjdat Çetin, and Alan S. Willsky, Adaptive Sensor Array Processing Workshop, Lexington, Massachusetts, June 2005. "Collaborative Distributed Inference with Minimal Online Communication," O. Patrick Kreidl, Müjdat Çetin, and Alan S. Willsky, The Learning Workshop, Snowbird, Utah, April 2005. "SAR imaging from partial-aperture data with frequency-band omissions," Müjdat Çetin and Randy L. Moses, SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XII, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, March-April 2005. "Homotopy Continuation for Sparse Signal Representation," Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, Pennsylvania, March 2005. "Semi-Blind Sparse Channel Estimation with Constant Modulus Symbols," Müjdat Çetin and Brian M. Sadler, IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, Pennsylvania, March 2005. "A Fast Hybrid Approach for SAR Classification," Brian Huether, Timo Kempf, and Müjdat Çetin, European Conference on Synthetic Aperture Radar, Ulm, Germany, May 2004. "Optimal Sparse Representations in General Overcomplete Bases," Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 2, pp. 793-796, Montreal, Canada, May 2004. "Region-Enhanced Imaging for Sparse-Aperture Passive Radar," Müjdat Çetin and Aaron Lanterman, SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XI, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, April 2004. "Wide Angle SAR Imaging," Randy L. Moses, Lee Potter, and Müjdat Çetin, SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XI, E. G. Zelnio and F. D. Garber, Eds., Orlando, Florida, April 2004. "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, San Francisco, California, December 2003. (Outstanding Student Paper Award) "Data Fusion in Large Arrays of Microsensors," Alan S. Willsky, Dmitry M. Malioutov, and Müjdat Çetin, Military Sensing Symposia (MSS) Specialty Group on Battlefield Acoustic and Seismic Sensing, Magnetic and Electric Field Sensors Symposium, October 2003. "Source localization by enforcing sparsity through a Laplacian prior: an SVD-based approach," Dmitry M. Malioutov, Müjdat Çetin, and Alan S. Willsky, IEEE Statistical Signal Processing Workshop, pp. 553-556, St. Louis, Missouri, September-October 2003. "Incorporating Complex Statistical Information in Active Contour-based Image Segmentation," Junmo Kim, John W. Fisher III, Müjdat Çetin, Anthony Yezzi, Jr., and Alan S. Willsky, IEEE International Conference on Image Processing, September 2003. "A Unified Variational Approach to Denoising and Bias Correction in MR," Ayres Fan, William Wells, John Fisher, Müjdat Çetin, Steven Haker, Robert Mulkern, Clare Tempany, and Alan S. Willsky, Information Processing in Medical Imaging, July 2003. "Evreuyumlu Goruntuleme Uygulamalari icin Kenar Koruyan bir Duzenlilestirme Yontemi (An Edge-Preserving Regularization Method for Coherent Imaging Applications)," Müjdat Çetin, W. Clem Karl, and Alan S. Willsky, IEEE Conference on Signal Processing and Communications Applications, Istanbul, Turkey, June 2003 (in Turkish). "Multitarget-Multisensor Data Association Using the Tree-Reweighted Max-Product Algorithm," Lei Chen, Martin Wainwright, Müjdat Çetin, and Alan S. Willsky, SPIE AeroSense Symposium, Signal Processing, Sensor Fusion, and Target Recognition XII, I. Kadar, Ed., Proc. SPIE, vol. 5096, pp. 127-138, Orlando, Florida, April 2003. "Application of Point Enhancement Technique for Ship Target Recognition by HRR," Nilüfen Çotuk, Sedat Türe, and Müjdat Çetin, SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery X, E. G. Zelnio and F. D. Garber, Eds., Proc. SPIE, vol. 5095, pp. 185-193, Orlando, Florida, April 2003. "Edge-Preserving Image Reconstruction for Coherent Imaging Applications," Müjdat Çetin, W. Clem Karl, and Alan S. Willsky, IEEE International Conference on Image Processing, vol. 2, pp. 481-484, Rochester, New York, September 2002. "A Curve Evolution-Based Variational Approach to Simultaneous Image Restoration and Segmentation," Junmo Kim, Andy Tsai, Müjdat Çetin, and Alan S. Willsky, IEEE International Conference on Image Processing, vol. 1, pp. 109-112, Rochester, New York, September 2002. "Nonparametric Methods for Image Segmentation using Information Theory and Curve Evolution," Junmo Kim, John W. Fisher III, Anthony Yezzi, Jr., Müjdat Çetin, and Alan S. Willsky, IEEE International Conference on Image Processing, vol. 3, pp. 797-800, Rochester, New York, September 2002. "Super-resolution source localization through data-adaptive regularization," Dmitry M. Malioutov, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, IEEE Sensor Array and Multichannel Signal Processing Workshop, pp. 194-198, Rosslyn, Virginia, August 2002. "A Variational Technique for Source Localization based on a Sparse Signal Reconstruction Perspective," Müjdat Çetin, Dmitry M. Malioutov, and Alan S. Willsky, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 2965-2968, Orlando, Florida, May 2002. "Analysis of the Impact of Feature-Enhanced SAR Imaging on ATR Performance," Müjdat Çetin, W. Clem Karl, and David A. Castañon, SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery IX, E.G. Zelnio, Ed., Proc. SPIE, vol. 4727, pp. 134-145, Orlando, Florida, April 2002. "Formation of HRR Profiles by Non-Quadratic Optimization for Improved Feature Extraction," Müjdat Çetin, W. Clem Karl, and David A. Castañon, SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery IX, E.G. Zelnio, Ed., Proc. SPIE, vol. 4727, pp. 213-224, Orlando, Florida, April 2002. "Super-resolution source localization through data-adaptive regularization," Dmitry M. Malioutov, Müjdat Çetin, John W. Fisher III, and Alan S. Willsky, Adaptive Sensor Array Processing Workshop, Lexington, Massachusetts, March 2002. "Complex-valued image reconstruction by half-quadratic regularization," Müjdat Çetin and W. Clem Karl, SIAM Conference on Imaging Science, Boston, Massachusetts, March 2002. "Superresolution and edge-preserving reconstruction of complex-valued synthetic aperture radar images," Müjdat Çetin and W. Clem Karl, IEEE International Conference on Image Processing, vol. 1, pp. 701-704, Vancouver, Canada, September 2000. "Enhanced, high resolution radar imaging based on robust regularization," Müjdat Çetin and W. Clem Karl, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 4, pp. 2278-2281, Istanbul, Turkey, June 2000. "Evaluation of a regularized SAR imaging technique based on recognition-oriented features," Müjdat Çetin, W. Clem Karl, and David A. Castañon, SPIE AeroSense Symposium, Algorithms for Synthetic Aperture Radar Imagery VII, E.G. Zelnio, Ed., Proc. SPIE, vol. 4053, pp. 40-51, Orlando, Florida, April 2000. "Sentetik aciklikli radar ile goruntu gericatilmasina istatistiksel bir yaklasim," Müjdat Çetin and W. Clem Karl, IEEE Conference on Signal Processing and its Applications, Ankara, Turkey, June 1999 (in Turkish). "A statistical method for discrimination of natural terrain types from SAR data," Müjdat Çetin and W. Clem Karl, IEEE International Conference on Image Processing, vol. 1, pp. 587-591, Chicago, Illinois, October 1998. "A statistical tomographic approach to synthetic aperture radar image reconstruction," Müjdat Çetin and W. Clem Karl, IEEE International Conference on Image Processing, vol. 1, pp. 845-848, Santa Barbara, California, October 1997. "Inversion and inference based on tomographic data," Müjdat Çetin and W. Clem Karl, Progress in Electromagnetics Research Symposium, p. 573, Cambridge, Massachusetts, July 1997.