Omid Dehzangi

Orcid: 0000-0003-1168-9539

According to our database1, Omid Dehzangi authored at least 58 papers between 2007 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages.
IEEE J. Biomed. Health Informatics, 2022

Superresolution and Segmentation of OCT Scans Using Multi-Stage Adversarial Guided Attention Training.
Proceedings of the IEEE International Conference on Acoustics, 2022

Ubiquitous Physiological Prediction of SUD Patients' Wellness State Using Memory-Based Convolutional Models.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Gan-Based Super-Resolution and Segmentation of Retinal Layers in Optical Coherence Tomography Scans.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Physiological Monitoring Of Front-Line Caregivers For Cv-19 Symptoms: Multi-Resolution Analysis & Convolutional-Recurrent Networks.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
XGBoost to Interpret the Opioid Patients' State Based on Cognitive and Physiological Measures.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

OCT Image Segmentation Using Neural Architecture Search and SRGAN.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Efficient Oct Image Segmentation Using Neural Architecture Search.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
EEG-Based Driver Distraction Detection via Game-Theoretic-Based Channel Selection.
Proceedings of the Advances in Body Area Networks I, 2019

Characterization and Identification of Driver Distraction During Naturalistic Driving: An Analysis of ECG Dynamics.
Proceedings of the Advances in Body Area Networks I, 2019

Motion-Based Gait Identification Using Spectro-temporal Transform and Convolutional Neural Networks.
Proceedings of the Advances in Body Area Networks I, 2019

EEG Based Driver Inattention Identification via Feature Profiling and Dimensionality Reduction.
Proceedings of the Advances in Body Area Networks I, 2019

Wearable Galvanic Skin Response for Characterization and Identification of Distraction During Naturalistic Driving.
Proceedings of the Advances in Body Area Networks I, 2019

Automatic EEG Blink Detection Using Dynamic Time Warping Score Clustering.
Proceedings of the Advances in Body Area Networks I, 2019

Context-Aware Sensor Solution for Remote Monitoring of Adolescent Idiopathic Scoliosis Brace Treatment.
Proceedings of the Advances in Body Area Networks I, 2019

2018
Wearable Driver Distraction Identification On-The-Road via Continuous Decomposition of Galvanic Skin Responses.
Sensors, 2018

Multi-modal system to detect on-the-road driver distraction.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Driver Distraction Detection using MEL Cepstrum Representation of Galvanic Skin Responses and Convolutional Neural Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

IMU-Based Robust Human Activity Recognition using Feature Analysis, Extraction, and Reduction.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Unobtrusive Driver Drowsiness Prediction Using Driving Behavior from Vehicular Sensors.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Activity Detection using Fusion of Multi-Pressure Sensors in Insoles.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Force and activity monitoring system for scoliosis patients wearing back braces.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Wearable Brain Computer Interface (BCI) to assist communication in the Intensive Care Unit (ICU).
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

SSVEP recognition using discriminative score fusion and transformation for portable brain computer interface.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
Single Channel EEG Artifact Identification Using Two-Dimensional Multi-Resolution Analysis.
Sensors, 2017

IMU-Based Gait Recognition Using Convolutional Neural Networks and Multi-Sensor Fusion.
Sensors, 2017

ECG-Based Driver Distraction Identification Using Wavelet Packet Transform and Discriminative Kernel-Based Features.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

Subject-Dependent SSVEP Identification Using GMM Training and Adaptation.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Brace Treatment Monitoring Solution for Idiopathic Scoliosis Patients.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Detection of distraction under naturalistic driving using Galvanic Skin Responses.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

High accuracy wearable SSVEP detection using feature profiling and dimensionality reduction.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

Identification of real-time driver distraction using optimal subBand detection powered by Wavelet Packet Transform.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

2016
The impact of secondary tasks on drivers during naturalistic driving: Analysis of EEG dynamics.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Time-varying and simultaneous frequency stimulation for multi-class SSVEP-based brain-computer interface.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-Modal Biological Driver Monitoring via Ubiquitous Wearable Body Sensor Network.
Proceedings of the 5th International Conference on Digital Health 2015, 2015

Towards multi-modal wearable driver monitoring: Impact of road condition on driver distraction.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

2014
Automatic removal of EEG artifacts using electrode-scalp impedance.
Proceedings of the IEEE International Conference on Acoustics, 2014

A novel stimulation for multi-class SSVEP-based brain-computer interface using patterns of time-varying frequencies.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

BCIBench: a benchmarking suite for EEG-based brain computer interface.
Proceedings of the 11th Workshop on Optimizations for DSP and Embedded Systems, 2014

2013
A 16-channel bluetooth enabled wearable EEG platform with dry-contact electrodes for brain computer interface.
Proceedings of the Wireless Health 2013, 2013

The impact of vibrotactile biofeedback on the excessive walking sway and the postural control in elderly.
Proceedings of the Wireless Health 2013, 2013

Score-based adaptive training for P300 speller Brain-Computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Discriminative feature extraction for speech recognition using continuous output codes.
Pattern Recognit. Lett., 2012

Brain-Computer Interface Signal Processing Algorithms: A Computational Cost vs. Accuracy Analysis for Wearable Computers.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

2011
Error Corrective Fusion of Classifier Scores for Spoken Language Recognition.
IEICE Trans. Inf. Syst., 2011

2010
Using Random Forest for Protein Fold Prediction Problem: An Empirical Study.
J. Inf. Sci. Eng., 2010

A discriminative performance metric for GMM-UBM speaker identification.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Framewise Phone Classification Using Weighted Fuzzy Classification Rules.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Error corrective classifier fusion for spoken Language Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers.
Aust. J. Intell. Inf. Process. Syst., 2009

Discriminative feature transformation using output coding for speech recognition.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

An Adaptive Classifier Design for Accurate Speech Data Classification.
Proceedings of the ICINCO 2009, 2009

Inducing Cooperation in Fuzzy Classification Rules using Iterative Rule Learning and Rule-weighting.
Proceedings of the ICINCO 2009, 2009

2008
Discriminative Output Coding Features for Speech Recognition.
Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

Fuzzy rule selection using Iterative Rule Learning for speech data classification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
High Performance Classification of Two Imagery Tasks in the Cue-Based Brain Computer Interface.
Proceedings of the Pattern Recognition in Bioinformatics, 2007

Efficient Fuzzy Rule Generation: A New Approach Using Data Mining Principles and Rule Weighting.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

An Efficient Nearest Neighbor Classifier Using an Adaptive Distance Measure.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007


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