Search Results for author: Seyed Farokh Atashzar

Found 2 papers, 1 papers with code

FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography

no code implementations • 11 Nov 2020 • Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi

This work is motivated by the recent advances in Deep Neural Networks (DNNs) and their widespread applications in human-machine interfaces.

Domain Adaptation Few-Shot Learning +2

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XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification

1 code implementation • 9 Nov 2019 • Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi

The proposed innovative XceptionTime is designed by integration of depthwise separable convolutions, adaptive average pooling, and a novel non-linear normalization technique.

Data Augmentation General Classification +3

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