Müjdat Çetin
Orcid: 0000-0002-9824-1229
According to our database1,
Müjdat Çetin
authored at least 156 papers
between 1997 and 2024.
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Bibliography
2024
A Hybrid End-to-End Spatiotemporal Attention Neural Network With Graph-Smooth Signals for EEG Emotion Recognition.
IEEE Trans. Cogn. Dev. Syst., April, 2024
CoRR, 2024
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition.
CoRR, 2024
2023
IEEE Signal Process. Mag., July, 2023
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition.
CoRR, 2023
Adversarial Discriminative Domain Adaptation and Transformers for EEG-based Cross-Subject Emotion Recognition.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Ultrasound elasticity reconstruction with inaccurate forward model using integrated data-driven correction of data-fidelity gradient.
Proceedings of the Computational Imaging XXI, San Francisco, 2023
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.
Proceedings of the Computational Imaging XXI, San Francisco, 2023
2022
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods.
IEEE Trans. Computational Imaging, 2022
IEEE Trans. Computational Imaging, 2022
2021
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
Signal Process., 2021
MR Elasticity Reconstruction Using Statistical Physical Modeling and Explicit Data-Driven Denoising Regularizer.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Finite Element Reconstruction of Stiffness Images in MR Elastography Using Statistical Physical Forward Modeling and Proximal Optimization Methods.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
What Does Your Computational Imaging Algorithm Not Know?: A Plug-and-Play Model Quantifying Model Uncertainty.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Ultrasound Elasticity Imaging Using Physics-Based Models and Learning-Based Plug-and-Play Priors.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Model-Based Bayesian Deep Learning Architecture for Linear Inverse Problems in Computational Imaging.
Proceedings of the Computational Imaging XIX, Virtual Event, 11-28 January 2021., 2021
2020
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, 2020
Prediction of Motor Imagery Performance based on Pre-Trial Spatio-Spectral Alertness Features.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors.
IEEE Trans. Image Process., 2019
Joint SAR Imaging and Multi-Feature Decomposition From 2-D Under-Sampled Data Via Low-Rankness Plus Sparsity Priors.
IEEE Trans. Computational Imaging, 2019
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task.
CoRR, 2019
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images.
CoRR, 2019
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Medical Imaging, 2018
Fast target detection in radar images using Rayleigh Mixtures and Summed Area Tables.
Digit. Signal Process., 2018
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors.
CoRR, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Improving cognitive functions of dyslexies using multi-sensory learning and EEG neurofeedback.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
IEEE Trans. Image Process., 2017
IEEE Trans. Image Process., 2017
Signal Image Video Process., 2017
EURASIP J. Adv. Signal Process., 2017
SAR imaging of moving targets by subaperture based low-rank and sparse decomposition.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
On comparison of different classification techniques for the fine-grained retail product recognition problem.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Correlations of motor Adaptation Learning and modulation of resting-State sensorimotor EEG Activity.
Proceedings of the From Vision to Reality, 2017
2016
IEEE Trans. Computational Imaging, 2016
Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization.
IEEE J. Sel. Top. Signal Process., 2016
Resting-state EEG correlates of motor learning performance in a force-field adaptation task.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Dendritic spine classification based on two-photon microscopic images using sparse representation.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Context-aware hybrid classification system for fine-grained retail product recognition.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Signal Process. Lett., 2015
Sparsity-driven bandwidth-efficient decentralized tracking in visual sensor networks.
Comput. Vis. Image Underst., 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing.
IEEE Signal Process. Mag., 2014
Combining learning-based intensity distributions with nonparametric shape priors for image segmentation.
Signal Image Video Process., 2014
Feature compression: A framework for multi-view multi-person tracking in visual sensor networks.
J. Vis. Commun. Image Represent., 2014
Optimization of decentralized random field estimation networks under communication constraints through Monte Carlo methods.
Digit. Signal Process., 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Automatic dendritic spine detection using multiscale dot enhancement filters and SIFT features.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Decentralized Human Tracking in Visual Sensor Networks: Using Sparse Representation for Efficient Communication.
Proceedings of the Human Behavior Understanding in Networked Sensing, 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Control of a BCI-based upper limb rehabilitation system utilizing posterior probabilities.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
A watershed and active contours based method for dendritic spine segmentation in 2-photon microscopy images.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Brain Computer Interface based robotic rehabilitation with online modification of task speed.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013
Incorporation of a language model into a brain computer interface based speller through HMMs.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013
2012
IEEE Trans. Image Process., 2012
Segmentation of inhomogeneous foreground and background intensity objects using a probability density function based data term and nonparametric shape priors.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the SAR Image Analysis, 2012
2011
Monte Carlo Optimization of Decentralized Estimation Networks Over Directed Acyclic Graphs Under Communication Constraints.
IEEE Trans. Signal Process., 2011
IEEE Trans. Aerosp. Electron. Syst., 2011
Image Vis. Comput., 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Hidden conditional random fields for classification of imaginary motor tasks from EEG data.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Discrimination of Moderate and Acute Drowsiness Based on Spontaneous Facial Expressions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL - A Quantitative Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
AR-PCA-HMM Approach for Sensorimotor Task Classification in EEG-based Brain-Computer Interfaces.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Design, Implementation and Evaluation of a Real-Time P300-based Brain-Computer Interface System.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009
Volumetric Segmentation of Multiple Basal Ganglia Structures using Nonparametric Coupled shape and Inter-Shape Pose Priors.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
An efficient Monte Carlo approach for optimizing communication constrained decentralized estimation networks.
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009
Multi-object segmentation using coupled nonparametric shape and relative pose priors.
Proceedings of the Computational Imaging VII, 2009
2008
Sparse Representation in Structured Dictionaries With Application to Synthetic Aperture Radar.
IEEE Trans. Signal Process., 2008
IEEE Trans. Image Process., 2008
Coupled nonparametric shape priors for segmentation of multiple basal ganglia structures.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Signal Process., 2007
Proceedings of the Human-Computer Interaction, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction, 2007
2006
Variational approaches on discontinuity localization and field estimation in sea surface temperature and soil moisture.
IEEE Trans. Geosci. Remote. Sens., 2006
Data association based on optimization in graphical models with application to sensor networks.
Math. Comput. Model., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
A sparse signal reconstruction perspective for source localization with sensor arrays.
IEEE Trans. Signal Process., 2005
A Nonparametric Statistical Method for Image Segmentation Using Information Theory and Curve Evolution.
IEEE Trans. Image Process., 2005
Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images.
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the Information Processing in Medical Imaging, 2003
Incorporating complex statistical information in active contour-based image segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
A curve evolution-based variational approach to simultaneous image restoration and segmentation.
Proceedings of the 2002 International Conference on Image Processing, 2002
Nonparametric methods for image segmentation using information theory and curve evolution.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
A variational technique for source localization based on a sparse signal reconstruction perspective.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization.
IEEE Trans. Image Process., 2001
2000
Superresolution and Edge-Preserving Reconstruction of Complex-Valued Synthetic Aperture Radar Images.
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997