Hand Gesture Dataset Based On Semg Data Captured From The Technaid Human-Robot Interaction System

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Mendes, Nuno; Neto, Pedro

Description

Two files with a dataset of five different/independent hand gestures are provided. The data were generated in a sEMG system with two bracelets (eight sEMG sensors and six sEMG sensors) worn in the right forearm of a human. The Technaid human-robot interaction system was used to captured the data. The file "datasetForSegmentation.mat" was used to train a classifier whose purpose is the execution of Segmentation process. On the other hand, the file "datasetForRecognition.mat" was used to train a classifier whose purpose is the execution of gesture Recognition process.

Citations (1)

Mentions (0)

Metrics

Dataset Index

0.7

FAIR Score

79%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

Assigned Domain

Subfield

Human-Computer Interaction

Field

Computer Science

Domain

Physical Sciences

Confidence Score

97%

Source

Open Alex

Keywords

Hand Gestures; sEMG data; ColRobot project

Normalization Factors

FT

13.46

CTw

1.00

MTw

1.00