Saeid Sanei

Orcid: 0000-0002-1446-5744

According to our database1, Saeid Sanei authored at least 258 papers between 1999 and 2024.

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Bibliography

2024
Do Interictal Epileptiform Discharges and Brain Responses to Electrical Stimulation Come From the Same Location? An Advanced Source Localization Solution.
IEEE Trans. Biomed. Eng., September, 2024

Implications of Aperiodic and Periodic EEG Components in Classification of Major Depressive Disorder from Source and Electrode Perspectives.
Sensors, September, 2024

Formulation of Common Spatial Patterns for Multi-Task Hyperscanning BCI.
IEEE Trans. Biomed. Eng., June, 2024

AI- and IoT-Enabled Solutions for Healthcare.
Sensors, April, 2024

A review of signal processing and machine learning techniques for interictal epileptiform discharge detection.
Comput. Biol. Medicine, January, 2024

Tracking Analysis of Maximum Versoria Criterion Based Adaptive Filter.
IEEE Access, 2024

Crowd Modeling and Control Via Cooperative Adaptive Filtering.
Proceedings of the IEEE International Conference on Acoustics, 2024

Distributed Beamforming for Localization of Brain Seizure Sources from Intracranial EEG Array.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer.
Int. J. Neural Syst., October, 2023

Response to the Discussion on S. Shirani, A. Valentin, G. Alarcon, F. Kazi and S. Sanei, Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation, International Journal of Neural Systems, Vol. 33, No. 2 (2023) 2350008.
Int. J. Neural Syst., September, 2023

ERP Detection Based on Smoothness Priors.
IEEE Trans. Biomed. Eng., March, 2023

Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation.
Int. J. Neural Syst., February, 2023

Multiscale Fluctuation Dispersion Entropy of EEG as a Physiological Biomarker of Schizotypy.
IEEE Access, 2023

A novel technique for optimizing the filter size of CNNs without backpropagation.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Intrinsic Properties of Human Accelerometer Data for Machine Learning.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

A Diffusion Adaptation Approach to model Brain Responses in an EEG-based Hyperscanning Study.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Mapping Scalp to Intracranial EEG using Generative Adversarial Networks for Automatically Detecting Interictal Epileptiform Discharges.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Gesture Recognition via Estimation of Information Exchange between Muscles.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Fidelitous Augmentation of Human Accelerometric Data for Deep Learning.
Proceedings of the IEEE International Conference on E-health Networking, 2023

Underdetermined Blind Identification Via $k$-Sparse Component Analysis: RANSAC-driven Orthogonal Subspace Search.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Ensemble entropy: A low bias approach for data analysis.
Knowl. Based Syst., 2022

Energy-Efficient Diffusion Kalman Filtering for Multiagent Networks in IoT.
IEEE Internet Things J., 2022

Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity.
Int. J. Neural Syst., 2022

State Estimation in Linear Dynamical Systems By Partial Update Kalman Filtering.
Circuits Syst. Signal Process., 2022

Sparse Common Feature Analysis for Detection of Interictal Epileptiform Discharges From Concurrent Scalp EEG.
IEEE Access, 2022

Automated Bone Segmentation Using a Hybrid Model of DRLSE and Faster R-CNN.
Proceedings of the Signal Processing: Algorithms, 2022

Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis.
Proceedings of the Signal Processing: Algorithms, 2022

Online Detection of Scalp-Invisible Mesial-Temporal Brain Interictal Epileptiform Discharges from EEG.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Hybrid Tensor Factorization - Singular Spectrum Analysis Approach for ERP-based Assessment of Autism in Children.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From EEG Signals.
IEEE J. Biomed. Health Informatics, 2021

Partial Diffusion Kalman Filter With Adaptive Combiners.
IEEE Trans. Aerosp. Electron. Syst., 2021

Coordinate-Descent Adaptation over Hamiltonian Multi-Agent Networks.
Sensors, 2021

Discrimination of cycling patterns using accelerometric data and deep learning techniques.
Neural Comput. Appl., 2021

Editorial: A Multidisciplinary and Interdisciplinary Journal for a Wider Community Under a Pioneering Cross-disciplinary Research Leader.
Int. J. Neural Syst., 2021

Incorporating Uncertainty in Data Labeling into Automatic Detection of Interictal Epileptiform Discharges from Concurrent Scalp-EEG via Multi-way Analysis.
Int. J. Neural Syst., 2021

A Robust Adaptive Estimation Algorithm for Hamiltonian Multi-Agent Networks.
IEEE Control. Syst. Lett., 2021

A Class of Diffusion Proportionate Subband Adaptive Filters for Sparse System Identification over Distributed Networks.
Circuits Syst. Signal Process., 2021

Introduction to the special section on Special Issue on Recent Advancements in Biomedical Engineering (VSI-bme).
Comput. Electr. Eng., 2021

Quantification of pain severity using EEG-based functional connectivity.
Biomed. Signal Process. Control., 2021

Incorporating Uncertainty In Data Labeling Into Detection of Brain Interictal Epileptiform Discharges From EEG Using Weighted optimization.
Proceedings of the IEEE International Conference on Acoustics, 2021

Detection of Brain Interictal Epileptiform Discharges from Intracranial EEG by Exploiting their Morphology in the Tensor Structure.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Variants of Partial Update Augmented CLMS Algorithm and Their Performance Analysis.
IEEE Trans. Signal Process., 2020

A Self-Governed Online Energy Management and Trading for Smart Micro/Nano-Grids.
IEEE Trans. Ind. Electron., 2020

Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment.
IEEE Trans. Circuits Syst. Video Technol., 2020

Performance Analysis of Distributed Kalman Filtering With Partial Diffusion Over Noisy Network.
IEEE Trans. Aerosp. Electron. Syst., 2020

Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning.
Sensors, 2020

A Robust Scalable Demand-Side Management Based on Diffusion-ADMM Strategy for Smart Grid.
IEEE Internet Things J., 2020

Vision-based techniques for gait recognition.
CoRR, 2020

Surrogate Data for Deep Learning Architectures in Rehabilitative Edge Systems.
Proceedings of the Signal Processing: Algorithms, 2020

Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A New Spectrum Driven Index for the Assessment of ECG Signal Quality.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Partial Diffusion Kalman Filtering for Distributed State Estimation in Multiagent Networks.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Bayesian Real-Time Electric Vehicle Charging Strategy for Mitigating Renewable Energy Fluctuations.
IEEE Trans. Ind. Informatics, 2019

Agent-Based Decentralized Optimal Charging Strategy for Plug-in Electric Vehicles.
IEEE Trans. Ind. Electron., 2019

Tracking Analysis of Minimum Kernel Risk-Sensitive Loss Algorithm Under General Non-Gaussian Noise.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights].
IEEE Signal Process. Mag., 2019

A Novel Underdetermined Source Recovery Algorithm Based on <i>k</i>-Sparse Component Analysis.
Circuits Syst. Signal Process., 2019

Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases.
IEEE Access, 2019

Detection of Sleep Apnea/hypopnea Events Using Synchrosqueezed Wavelet Transform.
Proceedings of the IEEE International Conference on Acoustics, 2019

Tensor Factorisation and Transfer Learning for Sleep Pose Detection.
Proceedings of the 27th European Signal Processing Conference, 2019

Derivation of Respiratory Effort from Photoplethysmography.
Proceedings of the 27th European Signal Processing Conference, 2019

Surrogate Rehabilitative Time Series Data for Image-based Deep Learning.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation.
J. Signal Process. Syst., 2018

Analysis of Partial Diffusion LMS for Adaptive Estimation Over Networks with Noisy Links.
IEEE Trans. Netw. Sci. Eng., 2018

Sleep scoring using polysomnography data features.
Signal Image Video Process., 2018

Deep Neural Architectures for Mapping Scalp to Intracranial EEG.
Int. J. Neural Syst., 2018

Optimal design of orders of DFrFTs for sparse representations.
IET Signal Process., 2018

Information reliability in complex multitask networks.
Future Gener. Comput. Syst., 2018

Informed Cooperative Adaptive Line Enhancer for Detection of Spindles from Sleep EEG.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Indications of Neural Disorder through Automated Assessment of the Box and Block Test.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Fully Distributed Demand Response Using the Adaptive Diffusion-Stackelberg Algorithm.
IEEE Trans. Ind. Informatics, 2017

Performance Analysis of Incremental LMS Over Flat Fading Channels.
IEEE Trans. Control. Netw. Syst., 2017

Localizing Microaneurysms in Fundus Images Through Singular Spectrum Analysis.
IEEE Trans. Biomed. Eng., 2017

Tensor factorisation for narrowband single channel source decomposition.
J. Frankl. Inst., 2017

Analysis of partial diffusion recursive least squares adaptation over noisy links.
IET Signal Process., 2017

Cooperative Particle Filtering for Tracking ERP Subcomponents from Multichannel EEG.
Entropy, 2017

Analysis of Incremental Augmented Affine Projection Algorithm for Distributed Estimation of Complex-Valued Signals.
Circuits Syst. Signal Process., 2017

Partial Diffusion Kalman Filtering.
CoRR, 2017

Quaternion adaptive line enhancer.
Proceedings of the 25th European Signal Processing Conference, 2017

Triaxial rehabilitative data analysis incorporating matching pursuit.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
An incremental LMS network with reduced communication delay.
Signal Image Video Process., 2016

Quantized augmented complex least-mean square algorithm: Derivation and performance analysis.
Signal Process., 2016

An Informed Multitask Diffusion Adaptation Approach to Study Tremor in Parkinson's Disease.
IEEE J. Sel. Top. Signal Process., 2016

Detection of Intracranial Signatures of Interictal Epileptiform Discharges from Concurrent Scalp EEG.
Int. J. Neural Syst., 2016

Tracking performance of incremental augmented complex least mean square adaptive network in the presence of model non-stationarity.
IET Signal Process., 2016

Partial Diffusion Recursive Least-Squares for Distributed Estimation under Noisy Links Condition.
CoRR, 2016

Real-time search-free multiple license plate recognition via likelihood estimation of saliency.
Comput. Electr. Eng., 2016

Introduction to the 6<sup>th</sup> special section on Advances in Biomedical Signal and Image Processing, and Biometrics.
Comput. Electr. Eng., 2016

A regularised EEG informed Kalman filtering algorithm.
Biomed. Signal Process. Control., 2016

Deep learning for epileptic intracranial EEG data.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Objectifying Rehabilitative Tests with Singular Spectrum Analysis.
Proceedings of the International Conference on Multimedia Systems and Signal Processing, 2016

Incorporating negentropy in saliency-based search free car number plate localization.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Coupled dictionary learning for multimodal data: An application to concurrent intracranial and scalp EEG.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Novel quaternion matrix factorisations.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Towards rehabilitative e-Health by introducing a new automatic scoring system.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Classification of HEp-2 cells using distributed dictionary learning.
Proceedings of the 24th European Signal Processing Conference, 2016

Joint EEG - EMG signal processing for identification of the mental tasks in patients with neurological diseases.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Guest Editorial: Machine Learning for Signal Processing.
J. Signal Process. Syst., 2015

Fast and incoherent dictionary learning algorithms with application to fMRI.
Signal Image Video Process., 2015

A Predictive Modeling Approach to Analyze Data in EEG-fMRI Experiments.
Int. J. Neural Syst., 2015

Partial-Diffusion Least Mean-Square Estimation Over Networks Under Noisy Information Exchange.
CoRR, 2015

A novel approach for detection of medial temporal discharges using blind source separation incorporating dictionary look up.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Automated scoring of rehabilitative tests via time-frequency informed singular spectrum analysis.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Challenges and trends in Ambient Assisted Living and intelligent tools for disabled and elderly people.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Multiview classification of brain data through tensor factorisation.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Blind source separation of medial temporal discharges via partial dictionary learning.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Adaptive regularized diffusion adaptation over multitask networks.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Tensor Factorisation Approach for Separation of Convolutive Complex Communication Signals.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Automated scoring of rehabilitative tests with singular spectrum analysis.
Proceedings of the 23rd European Signal Processing Conference, 2015

Classification of awake, REM, and NREM from EEG via singular spectrum analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Complex tensor based blind source separation of EEG for tracking P300 subcomponents.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A comprehensive review of past and present vision-based techniques for gait recognition.
Multim. Tools Appl., 2014

Spike detection approaches for noisy neuronal data: Assessment and comparison.
Neurocomputing, 2014

Introduction to the special issue on Advances in Biomedical Signal and Image Processing, and Biometrics.
Comput. Electr. Eng., 2014

New Neural Network-based Approaches for GPS GDOP Classification based on Neuro-Fuzzy Inference System, Radial Basis Function, and Improved Bee Algorithm.
Appl. Soft Comput., 2014

Discrimination of task-related eeg signals using diffusion adaptation and S-transform coherency.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Singular spectrum analysis for tracking of P300.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Symmetric tensor decomposition of narrowband single channel signals.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Search-free license plate localization based on saliency and local variance estimation.
Proceedings of the Seventh International Conference on Machine Vision, 2014

Singular Spectrum Analysis of wireless rehabilitative assessment data.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

An eigen-based approach for complex-valued Forecasting.
Proceedings of the IEEE International Conference on Acoustics, 2014

Investigation of wireless rehabilitative assessment data using singular spectrum analysis.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Advances in bacteria motility modelling via diffusion adaptation.
Proceedings of the 22nd European Signal Processing Conference, 2014

A multivariate Singular Spectrum Analysis approach to clinically-motivated movement biometrics.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Classification of GPS Satellites Using Improved Back Propagation Training Algorithms.
Wirel. Pers. Commun., 2013

Removing Ballistocardiogram Artifact From EEG Using Short- and Long-Term Linear Predictor.
IEEE Trans. Biomed. Eng., 2013

Advances in Electroencephalography Signal Processing [Life Sciences].
IEEE Signal Process. Mag., 2013

A hybrid evolutionary approach to segmentation of non-stationary signals.
Digit. Signal Process., 2013

K-plane clustering algorithm for analysis dictionary learning.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

A constrained approach for extraction of pre-ictal discharges from scalp EEG.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Blind identification and separation of sources with sparse events.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Orthogonal segmented model for underdetermined blind identification and separation of sources with sparse events.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Supervised single channel source separation of EEG signals.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Tensor based singular spectrum analysis for nonstationary source separation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Cooperation gain in steady-state performance of diffusion adaptive networks with noisy links.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Segmentation of medical images based on hierarchical evolutionary and bee algorithms.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

New spatially constrained source separation using tensor decomposition.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Diffusion adaptive filtering for modelling brain responses to motor tasks.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

EEG-FMRI integration using a partially constrained tensor factorization.
Proceedings of the IEEE International Conference on Acoustics, 2013

Modelling brain cortical connectivity using diffusion adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Assessing rehabilitative reach and grasp movements with Singular Spectrum Analysis.
Proceedings of the 21st European Signal Processing Conference, 2013

Singular Spectrum Analysis of rehabilitative assessment data.
Proceedings of the 9th International Conference on Information, 2013

2012
Blind Separation of Image Sources via Adaptive Dictionary Learning.
IEEE Trans. Image Process., 2012

A New Adaptive Line Enhancer Based on Singular Spectrum Analysis.
IEEE Trans. Biomed. Eng., 2012

A gradient-based alternating minimization approach for optimization of the measurement matrix in compressive sensing.
Signal Process., 2012

A unified approach to sparse signal processing.
EURASIP J. Adv. Signal Process., 2012

Blind separation of ballistocardiogram from EEG via short-and-long-term linear prediction filtering.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

A New Adaptive Signal Segmentation Approach Based on Hiaguchi's Fractal Dimension.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

A new time domain convolutive BSS of heart and lung sounds.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Hybrid phoneme based clustering approach for audio driven facial animation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Adaptive fusion of dictionary learning and multichannel BSS.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A hybrid ICA-Hermite transform for removal of Ballistocardiogram from EEG.
Proceedings of the 20th European Signal Processing Conference, 2012

A New Frequency Domain Blind Separation and Localization of Anechoic Mixtures Incorporating Spatial Notch Filtering.
Proceedings of the Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation, 2012

Orthogonal orthogonal overcomplete kernel design for sparse representation.
Proceedings of the 8th International Symposium on Communication Systems, 2012

Optimal overcomplete kernel design for sparse representations via discrete fractional Fourier transforms.
Proceedings of the 8th International Symposium on Communication Systems, 2012

2011
A New Spatiotemporal Filtering Method for Single-Trial Estimation of Correlated ERP Subcomponents.
IEEE Trans. Biomed. Eng., 2011

Localizing Heart Sounds in Respiratory Signals Using Singular Spectrum Analysis.
IEEE Trans. Biomed. Eng., 2011

Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing.
Comput. Intell. Neurosci., 2011

Coupled particle filtering: A new approach for P300-based analysis of mental fatigue.
Biomed. Signal Process. Control., 2011

Extraction of ECG from single channel EMG signal using constrained singular spectrum analysis.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Instantaneous phase tracking of oscillatory signals using emd and Rao-Blackwellised particle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2011

A geometrically constrained multimodal time domain approach for convolutive blind source separation.
Proceedings of the 19th European Signal Processing Conference, 2011

Comparing deterministic and stochastic properties of fronto-normal gait using Delay Vector Variance.
Proceedings of the 19th European Signal Processing Conference, 2011

A comparative study of α-Divergence based NMF techniques for FMRI analysis.
Proceedings of the 19th European Signal Processing Conference, 2011

Blind separation and localization of correlated P300 subcomponents from single trial recordings using extended PARAFAC2 tensor model.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A new spatially constrained NMF with application to fMRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Detection of periodic signals using a new adaptive line enhancer based on singular spectrum analysis.
Proceedings of the 8th International Conference on Information, 2011

A spatial notch filtering approach for improving frequency domain complex BSS of audio signals.
Proceedings of the 8th International Conference on Information, 2011

2010
Variational Bayes for Spatiotemporal Identification of Event-Related Potential Subcomponents.
IEEE Trans. Biomed. Eng., 2010

Removal of Ballistocardiogram Artifacts Using the Cyclostationary Source Extraction Method.
IEEE Trans. Biomed. Eng., 2010

A new beamforming-based MEG dipole source localization method.
Proceedings of the IEEE International Conference on Acoustics, 2010

Blind source extraction of cyclostationary sources with common cyclic frequencies.
Proceedings of the IEEE International Conference on Acoustics, 2010

Comparison of techniques for audio driven facial animation.
Proceedings of the ACM / SSPNET 2nd International Symposium on Facial Analysis and Animation, 2010

A new tensor factorization approach for convolutive blind source separation in time domain.
Proceedings of the 18th European Signal Processing Conference, 2010

A new spatiotemporal filtering method for single-trial ERP subcomponent estimation.
Proceedings of the 18th European Signal Processing Conference, 2010

A fast second order blind identification method for separation of periodic sources.
Proceedings of the 18th European Signal Processing Conference, 2010

On optimization of the measurement matrix for compressive sensing.
Proceedings of the 18th European Signal Processing Conference, 2010

Mental fatigue analysis by measuring synchronization of brain rhythms incorporating enhanced empirical mode decomposition.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

A robust approach for optimization of the measurement matrix in Compressed Sensing.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period.
IEEE Trans. Biomed. Eng., 2009

Steady-State Movement Related Potentials for Brain-Computer Interfacing.
IEEE Trans. Biomed. Eng., 2009

K-hyperline clustering learning for sparse component analysis.
Signal Process., 2009

A Unified Approach to Sparse Signal Processing
CoRR, 2009

Seizure source localization using a hybrid second order blind identification and extended rival penalized competitive learning algorithm.
Biomed. Signal Process. Control., 2009

The use of noise information for detection of temporomandibular disorder.
Biomed. Signal Process. Control., 2009

On the Compensation for the Effects of Occlusion in Fronto-normal Gait Signal Processing.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

A compressive sensing approach for progressive transmission of images.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Separating and tracking ERP subcomponents by constrained particle filtering.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Heart and lung sound separation using periodic source extraction method.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

A beamforming particle filter for EEG dipole source localization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Blind source extraction of periodic signals.
Proceedings of the IEEE International Conference on Acoustics, 2009

Source localization of brain rhythms by empirical mode decomposition and spatial notch filtering.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds.
IEEE Trans. Biomed. Eng., 2008

Source Localization of Event-Related Potentials Incorporating Spatial Notch Filters.
IEEE Trans. Biomed. Eng., 2008

Removal of the Eye-Blink Artifacts From EEGs via STF-TS Modeling and Robust Minimum Variance Beamforming.
IEEE Trans. Biomed. Eng., 2008

Note Onset Detection via Nonnegative Factorization of Magnitude Spectrum.
EURASIP J. Adv. Signal Process., 2008

A Novel Semiblind Signal Extraction Approach for the Removal of Eye-Blink Artifact from EEGs.
EURASIP J. Adv. Signal Process., 2008

Nonlinear Characterisation of Fronto-Normal Gait for Human Recognition.
Proceedings of the Advances in Multimedia Information Processing, 2008

Fronto-normal gait incorporating accurate practical looming compensation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound.
Proceedings of the IEEE International Conference on Acoustics, 2008

Single trial estimation of event-related potentials using particle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2008

A multimodal approach for frequency domain independent component analysis with geometrically-based initialization.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A temporally constrained spatial ICA for separation of seizure bold from FMRI.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Classification of Elbow Electormyography Signals based on Directed Transfer Functions.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
Partially Constrained Blind Source Separation for Localization of Unknown Sources Exploiting Non-homogeneity of the Head Tissues.
J. VLSI Signal Process., 2007

A New Variable Tap-Length LMS Algorithm to Model an Exponential Decay Impulse Response.
IEEE Signal Process. Lett., 2007

Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds.
J. Comput., 2007

Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation.
EURASIP J. Adv. Signal Process., 2007

A Novel Constrained Topographic Independent Component Analysis for Separation of Epileptic Seizure Signals.
Comput. Intell. Neurosci., 2007

EEG/MEG Signal Processing.
Comput. Intell. Neurosci., 2007

A Novel Semi-Blind Signal Extraction Approach Incorporating Parafac for the Removal of Eye-Blink Artifact from EEGs.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Preprocrssing of Event-Related Potential Signals via Kalman Filtering and Smoothing.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

A Comparison of the Basic Temporal Features of Fronto-Normal and Fronto-Parallel Gait.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Seizure Source Selection via a Hybrid Second Order Blind Identification and Gap Statistic Algorithm.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Detection of Temporomandibular Disorder from Facial Pattern.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Geometrically Constrained Multimodal Approach for Convolutive Blind Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2007

Separation of heart sound signal from lung sound signal by adaptive line enhancement.
Proceedings of the 15th European Signal Processing Conference, 2007

A new beamforming approach for the localisation of event related potentials.
Proceedings of the 15th European Signal Processing Conference, 2007

Chaotic characterisation of frontal normal gait for human identification.
Proceedings of the 15th European Signal Processing Conference, 2007

Seizure signals separation using constrained topographic blind source separation.
Proceedings of the 15th European Signal Processing Conference, 2007

A facial pattern recognition approach for detection of temporomandibular disorder.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Underdetermined Blind Source Separation of Temporomandibular Joint Sounds.
IEEE Trans. Biomed. Eng., 2006

Epileptic seizure predictability from scalp EEG incorporating constrained blind source separation.
IEEE Trans. Biomed. Eng., 2006

Localization of abnormal EEG sources using blind source separation partially constrained by the locations of known sources.
IEEE Signal Process. Lett., 2006

Fusion of Chaotic Measure Into a New Hybrid Face-Gait System for Human Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Scanner Artifact Removal in Simultaneous EEG-fMRI for Epileptic Seizure Prediction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Robust Constrained Method for the Extraction of P300 Subcomponents.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Frontal View-Based Gait Identification Using Largest Lyapunov Exponents.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds.
Proceedings of the 14th European Signal Processing Conference, 2006

A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing.
Proceedings of the 14th European Signal Processing Conference, 2006

Parallel space-time-frequency decomposition of EEG signals for brain computer interfacing.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Penalty function-based joint diagonalization approach for convolutive blind separation of nonstationary sources.
IEEE Trans. Signal Process., 2005

Artifact removal from electroencephalograms using a hybrid BSS-SVM algorithm.
IEEE Signal Process. Lett., 2005

Removal of eye blinking artifact from the electro-encephalogram, incorporating a new constrained blind source separation algorithm.
Medical Biol. Eng. Comput., 2005

Video assisted speech source separation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Localization of Abnormal EEG Sources Incorporating Constrained BSS.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Incorporating frequency warping into sparse component analysis.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Texture Segmentation Using Semi-Supervised Support Vector Machines.
Int. J. Comput. Intell. Appl., 2004

A semi-supervised support vector machine for texture segmentation.
Proceedings of the 2004 International Conference on Image Processing, 2004

A coupled HMM for solving the permutation problem in frequency domain BSS.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Penalty Function Approach for Constrained Convolutive Blind Source Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Penalty function based joint diagonalization approach for convolutive constrained BSS of nonstationary signals.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Texture Segmentation Using Semi-supervised Support Vector Machine.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Blind separation of convolutive mixtures of cyclostationary sources using an extended natural gradient method.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Bayesian classification of eigencells.
Proceedings of the 2002 International Conference on Image Processing, 2002

An Architecture for High Speed Ultrasound Image Capture and Real-time 3D Reconstruction.
Proceedings of the 1st IEEE International Workshop on Electronic Design, 2002

2001
A Novel HOS-based Texture Segmentation Method.
Proceedings of the IASTED International Conference on Visualization, 2001

A Fast Hybrid SST-Watershed Segmentation of Images.
Proceedings of the IASTED International Conference on Visualization, 2001

Detection of bone disease by hybrid SST-watershed x-ray image segmentation.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

1999
Cephalogram analysis applying template matching and fuzzy logic.
Image Vis. Comput., 1999


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