Müjdat Çetin

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 89

Top Venues

SIU

CoRR

ISBI

IEEE Trans. Computational Imaging

Publications

Shadi Sartipi, Mastaneh Torkamani-Azar, Müjdat Çetin
A Hybrid End-to-End Spatiotemporal Attention Neural Network With Graph-Smooth Signals for EEG Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
Shadi Sartipi, Müjdat Çetin
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model. CoRR (2024)
Shadi Sartipi, Müjdat Çetin
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition. CoRR (2024)
Shadi Sartipi, Müjdat Çetin
Multi-Source Domain Adaptation with Transformer-Based Feature Generation for Subject-Independent EEG-Based Emotion Recognition. ICASSP (2024)
Shadi Sartipi, Müjdat Çetin
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification. CoRR (2024)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
Ultrasound elasticity reconstruction with inaccurate forward model using integrated data-driven correction of data-fidelity gradient. Computational Imaging (2023)
Canberk Ekmekci, Müjdat Çetin
Automatic parameter tuning for plug-and-play algorithms using generalized cross validation and Stein's unbiased risk estimation for linear inverse problems in computational imaging. Computational Imaging (2023)
W. Clem Karl, James E. Fowler, Charles A. Bouman, Müjdat Çetin, Brendt Wohlberg, Jong Chul Ye
The Foundations of Computational Imaging: A signal processing perspective. IEEE Signal Process. Mag. 40 (5) (2023)
Shadi Sartipi, Müjdat Çetin
Adversarial Discriminative Domain Adaptation and Transformers for EEG-based Cross-Subject Emotion Recognition. NER (2023)
Shadi Sartipi, Mastaneh Torkamani-Azar, Müjdat Çetin
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition. CoRR (2023)
Canberk Ekmekci, Müjdat Çetin
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging. IEEE Trans. Computational Imaging 8 (2022)
Alper Güngör, Müjdat Çetin, H. Emre Güven
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods. IEEE Trans. Computational Imaging 8 (2022)
Canberk Ekmekci, Müjdat Çetin
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging. CoRR (2022)
Canberk Ekmekci, Müjdat Çetin
What Does Your Computational Imaging Algorithm Not Know?: A Plug-and-Play Model Quantifying Model Uncertainty. ICCVW (2021)
Majid Moradikia, Sadegh Samadi, Hamidreza Hashempour, Müjdat Çetin
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition. IEEE Trans. Computational Imaging 7 (2021)
Seyed Saman Saboksayr, Gonzalo Mateos, Müjdat Çetin
Online Graph Learning under Smoothness Priors. EUSIPCO (2021)
Seyed Saman Saboksayr, Gonzalo Mateos, Müjdat Çetin
Online discriminative graph learning from multi-class smooth signals. Signal Process. 186 (2021)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
Regularization By Adversarial Learning For Ultrasound Elasticity Imaging. EUSIPCO (2021)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
Ultrasound Elasticity Imaging Using Physics-Based Models and Learning-Based Plug-and-Play Priors. ICASSP (2021)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
MR Elasticity Reconstruction Using Statistical Physical Modeling and Explicit Data-Driven Denoising Regularizer. SSP (2021)
Seyed Saman Saboksayr, Gonzalo Mateos, Müjdat Çetin
EEG-Based Emotion Classification Using Graph Signal Processing. ICASSP (2021)
Shadi Sartipi, Mastaneh Torkamani-Azar, Müjdat Çetin
EEG Emotion Recognition via Graph-based Spatio-Temporal Attention Neural Networks. EMBC (2021)
Canberk Ekmekci, Müjdat Çetin
Model-Based Bayesian Deep Learning Architecture for Linear Inverse Problems in Computational Imaging. Computational Imaging (2021)
Muhammed Burak Alver, Ammar Saleem, Müjdat Çetin
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors. IEEE Trans. Computational Imaging 7 (2021)
Seyed Saman Saboksayr, Gonzalo Mateos, Müjdat Çetin
Online Graph Learning under Smoothness Priors. CoRR (2021)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
Finite Element Reconstruction of Stiffness Images in MR Elastography Using Statistical Physical Forward Modeling and Proximal Optimization Methods. ISBI (2021)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
A Statistical Framework for Model-Based Inverse Problems in Ultrasound Elastography. ACSSC (2020)
Mastaneh Torkamani-Azar, Aysa Jafarifarmand, Müjdat Çetin
Prediction of Motor Imagery Performance based on Pre-Trial Spatio-Spectral Alertness Features. EMBC (2020)
Narges Mohammadi, Marvin M. Doyley, Müjdat Çetin
A statistical framework for model-based inverse problems in ultrasound elastography. CoRR (2020)
Baturay Ozgurun, Müjdat Çetin
Compressed Sensing Structured Illumination Microscopy. EMBC (2020)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin
Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors. IEEE Trans. Image Process. 28 (11) (2019)
Ipek Baz, Erdem Yörük, Müjdat Çetin
Context-Aware Confidence Sets for Fine-Grained Product Recognition. IEEE Access 7 (2019)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task. CoRR (2019)
Majid Moradikia, Sadegh Samadi, Müjdat Çetin
Joint SAR Imaging and Multi-Feature Decomposition From 2-D Under-Sampled Data Via Low-Rankness Plus Sparsity Priors. IEEE Trans. Computational Imaging 5 (1) (2019)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images. CoRR (2019)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Sara Atito Ali Ahmed, Serap Aydin, Müjdat Çetin
Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks. EMBC (2019)
Ozan Özdenizci, Timm Meyer, Felix A. Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup
Neural Signatures of Motor Skill in the Resting Brain. SMC (2019)
Ertunc Erdil, A. OzgurArgunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images. ISBI (2019)
Fatih Nar, Osman Erman Okman, Atilla Özgür, Müjdat Çetin
RmSAT-CFAR: Fast and accurate target detection in radar images. SoftwareX 8 (2018)
Mehran Javanmardi, Ricardo Bigolin Lanfredi, Müjdat Çetin, Tolga Tasdizen
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. CVPR Workshops (2018)
Fatih Nar, Osman Erman Okman, Atilla Özgür, Müjdat Çetin
Fast target detection in radar images using Rayleigh Mixtures and Summed Area Tables. Digit. Signal Process. 77 (2018)
Gunet Eroglu, Müjdat Çetin, Selim Balcisoy
Electroencephalographic identifiers of reading abilities in turkish language. SIU (2018)
Fitsum Mesadi, Ertunc Erdil, Müjdat Çetin, Tolga Tasdizen
Image Segmentation Using Disjunctive Normal Bayesian Shape and Appearance Models. IEEE Trans. Medical Imaging 37 (1) (2018)
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors. CoRR (2018)
Gunet Eroglu, Serap Aydin, Müjdat Çetin, Selim Balcisoy
Improving cognitive functions of dyslexies using multi-sensory learning and EEG neurofeedback. SIU (2018)
Ipek Baz, Erdem Yörük, Müjdat Çetin
Retail product recognition with a graphical shelf model. SIU (2017)
Mubashar Yasin, Müjdat Çetin, Ahmed Shaharyar Khwaja
SAR imaging of moving targets by subaperture based low-rank and sparse decomposition. SIU (2017)
Navdar Karabulut, Ertunc Erdil, Müjdat Çetin
A Markov Chain Monte Carlo based rigid image registration method. SIU (2017)
Erdem Bocugoz, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin
3B dendritic spine segmentation using nonparametric shape priors. SIU (2017)
Naeimeh Atabakilachini, Ertunc Erdil, Ali Ozgur Argunsah, Lavdie Rada, Devrim Ünay, Müjdat Çetin
Coupled shape priors for dynamic segmentation of dendritic spines. SIU (2017)
Ertunc Erdil, Muhammad Usman Ghani, Lavdie Rada, Ali Ozgur Argunsah, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric Joint Shape and Feature Priors for Image Segmentation. IEEE Trans. Image Process. 26 (11) (2017)
Osman Berk Satir, Ipek Baz, Ertunc Erdil, Müjdat Çetin
On comparison of different classification techniques for the fine-grained retail product recognition problem. SIU (2017)
Ertunc Erdil, Fitsum Mesadi, Tolga Tasdizen, Müjdat Çetin
Disjunctive Normal Shape Boltzmann Machine. ICASSP (2017)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Parametric Level Set With Application to Image Segmentation. IEEE Trans. Image Process. 26 (6) (2017)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Correlations of motor Adaptation Learning and modulation of resting-State sensorimotor EEG Activity. GBCIC (2017)
N. Özben Önhon, Müjdat Çetin
SAR moving object imaging using sparsity imposing priors. EURASIP J. Adv. Signal Process. 2017 (2017)
Mohammad Javad Hasankhan, Sadegh Samadi, Müjdat Çetin
Sparse representation-based algorithm for joint SAR image formation and autofocus. Signal Image Video Process. 11 (4) (2017)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning. ICASSP (2017)
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. CoRR (2016)
Jaime Fernando Delgado Saa, Müjdat Çetin
Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. CoRR (2016)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Müjdat Çetin
Dendritic spine classification based on two-photon microscopic images using sparse representation. SIU (2016)
H. Emre Guven, Alper Gungor, Müjdat Çetin
An Augmented Lagrangian Method for Complex-Valued Compressed SAR Imaging. IEEE Trans. Computational Imaging 2 (3) (2016)
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. CVPR (2016)
Majed Elwardy, Tolga Tasdizen, Müjdat Çetin
Disjunctive normal unsupervised LDA for P300-based brain-computer interfaces. SIU (2016)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Resting-state EEG correlates of motor learning performance in a force-field adaptation task. SIU (2016)
Dmitry M. Malioutov, Aycan A. Corum, Müjdat Çetin
Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization. IEEE J. Sel. Top. Signal Process. 10 (6) (2016)
Sezen Yagmur Günay, Elif Hocaoglu, Volkan Patoglu, Müjdat Çetin
Detection of motor task difficulty level from EEG data. SIU (2016)
Muhammad Usman Ghani, Ertunc Erdil, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. CoRR (2016)
Muhammad Usman Ghani, Ertunç Erdil, Sümeyra Demir Kanik, Ali Özgür Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. ECCV Workshops (1) (2016)
Sezen Yagmur Günay, Elif Hocaoglu, Volkan Patoglu, Müjdat Çetin
Classification of motor task execution speed from EEG data. SIU (2016)
Ipek Baz, Erdem Yörük, Müjdat Çetin
Context-aware hybrid classification system for fine-grained retail product recognition. IVMSP (2016)
Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
On comparison of manifold learning techniques for dendritic spine classification. ISBI (2016)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Level Set: An Efficient Parametric Implicit Method. CoRR (2016)
Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic spine shape analysis using disjunctive normal shape models. ISBI (2016)
Ertunc Erdil, Lavdie Rada, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric joint shape and feature priors for segmentation of dendritic spines. ISBI (2016)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive normal level set: An efficient parametric implicit method. ICIP (2016)
Nisha Ramesh, Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive normal shape models. ISBI (2015)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Dendritic spine shape classification from two-photon microscopy images. SIU (2015)
Bike Kilic, Lavdie Rada, Ertunc Erdil, Ali Ozgur Argunsah, Müjdat Çetin, Devrim Ünay
Automated dendritic spine tracking on 2-photon microscopic images. SIU (2015)
Mustafa Ergul, Fatih Nar, Emre Akyilmaz, Nigar Sen, Müjdat Çetin
Information-theoretic noisy band detection in hyperspectral imagery. SIU (2015)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation. MICCAI (3) (2015)
Abdurrahim Soganli, Müjdat Çetin
Sparsity-driven SAR image reconstruction via low-rank sparse matrix decomposition. SIU (2015)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images. ISBI (2015)
Ismail Yilmaz, Sumeyra Demir Kanik, Tolga Tasdizen, Müjdat Çetin
Semi-supervised adaptation of motor imagery based BCI systems. SIU (2015)
H. Emre Guven, Alper Gungor, Müjdat Çetin
An Augmented Lagrangian Method for image reconstruction with multiple features. ICIP (2015)
Ozan Özdenizci, Timm Meyer, Müjdat Çetin, Moritz Grosse-Wentrup
Adaptive neurofeedback on parieto-occipital cortex for motor learning performance. SIU (2015)
Abdurrahim Soganli, Özgür Erçetin, Müjdat Çetin
On the Quality and Timeliness of Fusion in a Random Access Sensor Network. IEEE Signal Process. Lett. 22 (9) (2015)
Serhan Cosar, Müjdat Çetin
Sparsity-driven bandwidth-efficient decentralized tracking in visual sensor networks. Comput. Vis. Image Underst. 139 (2015)
Serhan Cosar, Müjdat Çetin
Feature compression: A framework for multi-view multi-person tracking in visual sensor networks. J. Vis. Commun. Image Represent. 25 (5) (2014)
Abdurrahim Soganli, Müjdat Çetin
Dictionary learning-based approach for SAR image reconstruction. SIU (2014)
H. Emre Guven, Müjdat Çetin
An alternating direction method of multipliers for sparse SAR imaging. SIU (2014)
Lavdie Rada, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin
Automatic dendritic spine detection using multiscale dot enhancement filters and SIFT features. ICIP (2014)
Murat Üney, Müjdat Çetin
Optimization of decentralized random field estimation networks under communication constraints through Monte Carlo methods. Digit. Signal Process. 34 (2014)
Abdurrahim Soganli, Müjdat Çetin
Dictionary learning for sparsity-driven SAR image reconstruction. ICIP (2014)
Ela Koyas, Elif Hocaoglu, Müjdat Çetin, Volkan Patoglu
Detection of task difficulty from intention level information in the EEG features. SIU (2014)
Abdurrahim Soganli, Mustafa Gökhan Uzunbas, Müjdat Çetin
Combining learning-based intensity distributions with nonparametric shape priors for image segmentation. Signal Image Video Process. 8 (4) (2014)
Müjdat Çetin, Ivana Stojanovic, N. Özben Önhon, Kush R. Varshney, Sadegh Samadi, William Clement Karl, Alan S. Willsky
Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing. IEEE Signal Process. Mag. 31 (4) (2014)
Serhan Cosar, Müjdat Çetin
A sparsity-driven approach to multi-camera tracking in visual sensor networks. AVSS (2013)
A. Murat Yagci, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin, Lale Akarun, Fikret Gürgen
Biomedical image time series registration with particle filtering. SIU (2013)

Müjdat Çetin.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Müjdat Çetin