Adaptive sparsity-aware parameter vector reconstruction with application to compressed sensing. - Mohammad Ali Tinati; Tohid Yousefi Rezaii (HPCS, 2011)

Distributed multi-target tracking using joint probabilistic data association and average consensus filter. - Tohid Yousefi Rezaii; Mohammad Ali Tinati (Ann. des Télécommunications, 2011)

Adaptive efficient sparse estimator achieving oracle properties. - Tohid Yousefi Rezaii; Mohammad Ali Tinati; Soosan Beheshti (IET Signal Process., 2013)

Sparsity aware consistent and high precision variable selection. - Tohid Yousefi Rezaii; Mohammad Ali Tinati; Soosan Beheshti (Signal Image Video Process., 2014)

Automatic EOG and EMG Artifact Removal Method for Sleep Stage Classification. - Ali Abdollahi Gharbali; José Manuel Fonseca; Shirin Najdi; Tohid Yousefi Rezaii (DoCEIS, 2016)

Steady-State Tracking Analysis of Adaptive Filter With Maximum Correntropy Criterion. - Azam Khalili; Amir Rastegarnia; Md Kafiul Islam; Tohid Yousefi Rezaii (Circuits Syst. Signal Process., 2017)

Sleep Stage Classification Using Dempster-Shafer Theory for Classifier Fusion. - Mehdi Abdollahpour; Tohid Yousefi Rezaii; Ali Farzamnia; Saeed Meshgini (IICAIET, 2018)

Sleep Stage Scoring of Single-Channel EEG Signal based on RUSBoost Classifier. - Sobhan Sheykhivand; Tohid Yousefi Rezaii; Ali Farzamnia; M. Vazifehkhahi (IICAIET, 2018)

ECG signal compression and denoising via optimum sparsity order selection in compressed sensing framework. - Tohid Yousefi Rezaii; Soosan Beheshti; Mahdi Shamsi; Siavash Eftekharifar (Biomed. Signal Process. Control., 2018)

Block Sparse Signal Recovery in Compressed Sensing: Optimum Active Block Selection and Within-Block Sparsity Order Estimation. - Mahdi Shamsi; Tohid Yousefi Rezaii; Mohammad Ali Tinati; Amir Rastegarnia; Azam Khalili (Circuits Syst. Signal Process., 2018)

Energy-efficient data reconstruction algorithm for spatially- and temporally correlated data in wireless sensor networks. - Seyedeh Nasim Adnani; Mohammad Ali Tinati; Ghanbar Azarnia; Tohid Yousefi Rezaii (IET Signal Process., 2018)

Cooperative and distributed algorithm for compressed sensing recovery in WSNs. - Ghanbar Azarnia; Mohammad Ali Tinati; Tohid Yousefi Rezaii (IET Signal Process., 2018)

Analysis of incremental LMS adaptive algorithm over wireless sensor networks with delayed-links. - Amir Aslan Haghrah; Mohammad Ali Tinati; Tohid Yousefi Rezaii (Digit. Signal Process., 2019)

Block sparse multi-lead ECG compression exploiting between-lead collaboration. - Siavash Eftekharifar; Tohid Yousefi Rezaii; Soosan Beheshti; Sabalan Daneshvar (IET Signal Process., 2019)

Image compressed sensing recovery via nonconvex garrote regularization. - Razieh Keshavarzian; Ali Aghagolzadeh; Tohid Yousefi Rezaii (Multim. Tools Appl., 2019)

Reconstruction of low-rank jointly sparse signals from multiple measurement vectors. - Mehrrad Mehrkam; Mohammad Ali Tinati; Tohid Yousefi Rezaii (Signal Image Video Process., 2019)

LLp norm regularization based group sparse representation for image compressed sensing recovery. - Razieh Keshavarzian; Ali Aghagolzadeh; Tohid Yousefi Rezaii (Signal Process. Image Commun., 2019)

Generic cooperative and distributed algorithm for recovery of signals with the same sparsity profile in wireless sensor networks: a non-convex approach. - Ghanbar Azarnia; Mohammad Ali Tinati; Tohid Yousefi Rezaii (J. Supercomput., 2019)

Pole-Zero REM Modeling with Application in EEG Artifact Removal. - Farah Nassif; Tohid Yousefi Rezaii; Soosan Beheshti (EMBC, 2020)

MNDL Sparsity Order Selection for Compressed Sensing with Application in ECG Compression. - Mahdi Shamsi; Tohid Yousefi Rezaii; Soosan Beheshti (EMBC, 2020)

Transfer Learning Convolutional Neural Network for Sleep Stage Classification Using Two-Stage Data Fusion Framework. - Mehdi Abdollahpour; Tohid Yousefi Rezaii; Ali Farzamnia; Ismail Saad (IEEE Access, 2020)

Recognizing Emotions Evoked by Music Using CNN-LSTM Networks on EEG Signals. - Sobhan Sheykhivand; Zohreh Mousavi; Tohid Yousefi Rezaii; Ali Farzamnia (IEEE Access, 2020)

Automatic Identification of Epileptic Seizures From EEG Signals Using Sparse Representation-Based Classification. - Sobhan Sheykhivand; Tohid Yousefi Rezaii; Zohreh Mousavi; Azra Delpak; Ali Farzamnia (IEEE Access, 2020)

Hyperspectral image classification based on sparse modeling of spectral blocks. - Saeideh Ghanbari Azar; Saeed Meshgini; Tohid Yousefi Rezaii; Soosan Beheshti (Neurocomputing, 2020)

Speed Classification of Upper Limb Movements Through EEG Signal for BCI Application. - Sepideh Zolfaghari; Tohid Yousefi Rezaii; Saeed Meshgini; Ali Farzamnia; Liau Chung Fan (IEEE Access, 2021)

Linear mixing model with scaled bundle dictionary for hyperspectral unmixing with spectral variability. - Saeideh Ghanbari Azar; Saeed Meshgini; Soosan Beheshti; Tohid Yousefi Rezaii (Signal Process., 2021)

A Two-Stage Learning Convolutional Neural Network for Sleep Stage Classification Using a Filterbank and Single Feature. - Mehdi Abdollahpour; Tohid Yousefi Rezaii; Ali Farzamnia; Ismail Saad (IEEE Access, 2022)

Stable EEG-Based biometric system using functional connectivity based on Time-Frequency features with optimal channels. - Roghaieh Ashenaei; Ali Asghar Beheshti; Tohid Yousefi Rezaii (Biomed. Signal Process. Control., 2022)

Developing an efficient functional connectivity-based geometric deep network for automatic EEG-based visual decoding. - Nastaran Khaleghi; Tohid Yousefi Rezaii; Soosan Beheshti; Saeed Meshgini (Biomed. Signal Process. Control., 2023)

Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes. - Shiva Asadzadeh; Tohid Yousefi Rezaii; Soosan Beheshti; Saeed Meshgini (Cogn. Comput., 2023)

A hybrid approach for tracking borders in echocardiograms. - Yasser Ali; Soosan Beheshti; Farrokh Janabi-Sharifi; Tohid Yousefi Rezaii; Asim N. Cheema; João Pedrosa (Signal Image Video Process., 2023)

Qualitative Classification of Proximal Femoral Bone Using Geometric Features and Texture Analysis in Collected MRI Images for Bone Density Evaluation. - Mojtaba Najafi; Tohid Yousefi Rezaii; Sebelan Danishvar; Seyed Naser Razavi (Sensors, 2023)

SNR Based Adaptive Quantized Iterative Thresholding for Sparse Approximation. - Shabnam Afkari; Mohammad Ali Tinati; Tohid Yousefi Rezaii (Wirel. Pers. Commun., 2024)

SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition. - Tara Mashayekhbakhsh; Saeed Meshgini; Tohid Yousefi Rezaii; Somayeh Makouei (Pattern Anal. Appl., 2024)

Studying of deep neural networks and delta and alpha sub-bands harmony signals for Prediction of epilepsy. - G. Alizadeh; Tohid Yousefi Rezaii; Saeed Meshgini (Biomed. Signal Process. Control., 2025)

User Identification and Verification based on Auditory Evoked Potentials Using CNN. - Vida Ghalami; Tohid Yousefi Rezaii; Mohammad Ali Tinati; Ali Farzamnia; Azam Khalili; Amir Rastegarnia; Ervin Gubin Moung (Circuits Syst. Signal Process., 2025)