Surface EMG based hand gesture recognition using hybrid deep learning networks

Upper limb amputation can significantly affect a person's capabilities with a dramatic impact on their quality of life. It is difficult for upper limb amputees to perform basic gestures such as holding, buttoning and feed themselves. The motivation of this research is to explore the possibility...

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Bibliographic Details
Main Author: Baao Xie
Format: Default Thesis
Published: 2021
Subjects:
Other information and computing sciences not elsewhere classified
upper-limb prosthesis control
deep learning
gesture recognition
surface electromyogram
attention mechanism
gated recurrent unit
transfer learning
Information and Computing Sciences not elsewhere classified
Online Access:https://dx.doi.org/10.26174/thesis.lboro.16866844.v1
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