Physiological measurement used in real time experiment to detect driver cognitive distraction

Azman, Afizan and Ibrahim, Siti Zainab (2014) Physiological measurement used in real time experiment to detect driver cognitive distraction. In: 2014 International Conference on Electronics, Information and Communications (ICEIC). IEEE, pp. 1-5.

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Abstract

This paper discusses about lips and eyebrows are used to detect driver cognitive distraction by using faceAPI toolkit. A few number of classification algorithms like Support Vector Machine (SVM), Logistic Regression (LR) and Static Bayesian Network (SBN) and Dynamic Bayesian Network (DBN) have been used for accuracy rate comparison.

Item Type: Book Section
Subjects: Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Nurul Iqtiani Ahmad
Date Deposited: 23 Dec 2014 02:07
Last Modified: 23 Dec 2014 02:07
URI: http://shdl.mmu.edu.my/id/eprint/5877

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