Hand gesture classification using time–frequency images and transfer learning based on CNN-Reference-Cited by-同舟云学术

Hand gesture classification using time–frequency images and transfer learning based on CNN

Published:2022-08 Issue: Volume:77 Page:103787
ISSN:1746-8094
Container-title:Biomedical Signal Processing and Control
language:en
Short-container-title:Biomedical Signal Processing and Control

Author:

Ozdemir Mehmet Akif,Kisa Deniz Hande,Guren Onan,Akan Aydin

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference52 articles.

1. A review of hand gesture and sign language recognition techniques;Cheok;International Journal of Machine Learning and Cybernetics,2019

2. Intelligent human computer interaction based on non redundant emg signal;Sun;Alexandria Engineering Journal,2020

3. Effects of innovative virtual reality game and emg biofeedback on neuromotor control in cerebral palsy;Yoo;Bio-medical materials and engineering,2014

4. Deep learning with convolutional neural networks applied to electromyography data: A resource for the classification of movements for prosthetic hands;Atzori;Frontiers in neurorobotics,2016

5. Deep back propagation–long short-term memory network based upper-limb semg signal classification for automated rehabilitation;Wang;Biocybernetics and Biomedical Engineering,2020

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