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Soheil Zabihi
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 24
Top Topics
Attention Mechanism
Conformal Mapping
Neural Network
Convolutional Neural Network
Top Venues
CoRR
ICASSP
ICIP
Biomed. Signal Process. Control.
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Publications
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Soheil Zabihi
,
Elahe Rahimian
,
Amir Asif
,
Arash Mohammadi
Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography.
ICASSP
(2023)
Mansooreh Montazerin
,
Soheil Zabihi
,
Elahe Rahimian
,
Arash Mohammadi
,
Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals.
EMBC
(2022)
Soheil Zabihi
,
Elahe Rahimian
,
Amir Asif
,
Arash Mohammadi
TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography.
CoRR
(2022)
Soheil Zabihi
,
Elahe Rahimian
,
Amir Asif
,
Arash Mohammadi
Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography.
CoRR
(2022)
Mansooreh Montazerin
,
Soheil Zabihi
,
Elahe Rahimian
,
Arash Mohammadi
,
Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals.
CoRR
(2022)
Bahar Karimi
,
Soheil Zabihi
,
Mohammad Salimibeni
,
Arash Mohammadi
Autonomous Virtual Cognitive Assessment via NLP and Hand Gesture Recognition.
IEEECONF
(2022)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Dario Farina
,
Seyed Farokh Atashzar
,
Arash Mohammadi
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
ICASSP
(2022)
Soheil Zabihi
,
Elahe Rahimian
,
Fatemeh Marefat
,
Amir Asif
,
Pedram Mohseni
,
Arash Mohammadi
BP-Net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture.
Biomed. Signal Process. Control.
78 (2022)
Soheil Zabihi
,
Elahe Rahimian
,
Amir Asif
,
Arash Mohammadi
SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction.
ICIP
(2021)
Soheil Zabihi
,
Elahe Rahimian
,
Fatemeh Marefat
,
Amir Asif
,
Pedram Mohseni
,
Arash Mohammadi
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture.
CoRR
(2021)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Dario Farina
,
Seyed Farokh Atashzar
,
Arash Mohammadi
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
CoRR
(2021)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Dario Farina
,
Seyed Farokh Atashzar
,
Arash Mohammadi
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition.
CoRR
(2021)
Soheil Zabihi
,
Elahe Rahimian
,
Soumya Sharma
,
Sean K. Sethi
,
Sara Gharabaghi
,
Amir Asif
,
E. Mark Haacke
,
Mandar S. Jog
,
Arash Mohammadi
Q-Net: A Quantitative Susceptibility Mapping-based Deep Neural Network for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis.
CoRR
(2021)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Seyed Farokh Atashzar
,
Arash Mohammadi
Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition.
ICASSP
(2021)
Ali Al-Dulaimi
,
Soheil Zabihi
,
Amir Asif
,
Arash Mohammed
NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation.
J. Comput. Inf. Sci. Eng.
20 (2) (2020)
Elahe Rahimian
,
Soheil Zabihi
,
Seyed Farokh Atashzar
,
Amir Asif
,
Arash Mohammadi
XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification.
ICASSP
(2020)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Dario Farina
,
Seyed Farokh Atashzar
,
Arash Mohammadi
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography.
CoRR
(2020)
Elahe Rahimian
,
Soheil Zabihi
,
Amir Asif
,
Arash Mohammadi
Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition.
ACSSC
(2020)
Elahe Rahimian
,
Soheil Zabihi
,
Seyed Farokh Atashzar
,
Amir Asif
,
Arash Mohammadi
Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated Deep Neural Network Architectures for Neurorobotic Prostheses.
J. Medical Robotics Res.
5 (1-2) (2020)
Ali Al-Dulaimi
,
Soheil Zabihi
,
Amir Asif
,
Arash Mohammadi
Hybrid Deep Neural Network Model for Remaining Useful Life Estimation.
ICASSP
(2019)
Ali Al-Dulaimi
,
Soheil Zabihi
,
Amir Asif
,
Arash Mohammadi
A multimodal and hybrid deep neural network model for Remaining Useful Life estimation.
Comput. Ind.
108 (2019)
Elahe Rahimian
,
Soheil Zabihi
,
Seyed Farokh Atashzar
,
Amir Asif
,
Arash Mohammadi
Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks.
GlobalSIP
(2019)
Elahe Rahimian
,
Soheil Zabihi
,
Seyed Farokh Atashzar
,
Amir Asif
,
Arash Mohammadi
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification.
CoRR
(2019)
Elahe Rahimian
,
Soheil Zabihi
,
Mahmood Amiri
,
Bernabé Linares-Barranco
Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model.
IEEE Trans. Biomed. Circuits Syst.
12 (1) (2018)