An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network

An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network

Abstract For eye state recognition (closed or open), a mechanism based on deep convolutional neural network (DCNN) using the Zhejiang University (ZJU) and Closed Eyes in the Wild (CEW) dataset, has been proposed in this paper. In instances where blinking is consequential, eye state recognition plays...

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Bibliographic Details
Main Authors: Ismail Kayadibi, Gür Emre Güraksın, Uçman Ergün, Nurgül Özmen Süzme
Format: Article
Language:English
Published: Springer 2022-07-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Eye state recognition
Human–machine interaction
Deep learning
Deep convolutional neural network
Transfer learning
Online Access:https://doi.org/10.1007/s44196-022-00108-2

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