Surface EMG-based Surgical Instrument Classification for Dynamic Activity Recognition in Surgical Workflows

Surface EMG-based Surgical Instrument Classification for Dynamic Activity Recognition in Surgical Workflows

We introduce a wearable-based recognition system for the classification of natural hand gestures during dynamic activities with surgical instruments. An armbandbased circular setup of eight EMG-sensors was used to superficially measure the muscle activation signals over the broadest cross-section of...

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Bibliographic Details
Main Authors: Bieck Richard, Fuchs Reinhard, Neumuth Thomas
Format: Article
Language:English
Published: De Gruyter 2019-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
natural user interface
gesture recognition
workflow recognition
emg processing
machine learning
Online Access:https://doi.org/10.1515/cdbme-2019-0010

Internet

https://doi.org/10.1515/cdbme-2019-0010

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