EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT

EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT

The work carried out in this paper consists of the classification of the physiological signal generated by eye movement called Electrooculography (EOG). The human eye performs simultaneous movements, when focusing on an object, generating a potential change in origin between the retinal epithelium a...

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Bibliographic Details
Main Authors: Sandy Nohemy Hernández Pérez, Francisco David Pérez Reynoso, Carlos Alberto González Gutiérrez, María De los Ángeles Cosío León, Rocío Ortega Palacios
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
EOG
wavelet transform
classifier algorithms
Online Access:https://www.mdpi.com/1424-8220/23/9/4553

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