Classifying driver facial emotions

MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.

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Bibliographic Details
Main Authors:	Nor Surayahani, B. S., Hermila, M. A.
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Pahang (UMP) 2010
Subjects:	Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/8609
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-8609
record_format	dspace
spelling	my.unimap-86092010-08-12T03:36:01Z Classifying driver facial emotions Nor Surayahani, B. S. Hermila, M. A. Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang. This paper describes the emotion recognition to determine the driver’s conditions. The emotion recognition could be envisioned to sense the driver emotions automatically through a camera. Therefore, facial images were analyzed to extract the features to characterize the variations between facial emotions images. The features extraction techniques apply was Principal Component Analysis (PCA), this algorithm finds the principle components of the covariance matrix of a set of face images. Then, the eigenvalues component will be used as an input to the KNearest Neighbor (KNN) classifier. The facial expression recognition used to investigate the emotion and thus carry out an awareness system for drivers to perform an appropriate intervention system. 2010-08-12T03:36:01Z 2010-08-12T03:36:01Z 2009-06-20 Working Paper p.1-4 http://hdl.handle.net/123456789/8609 en Proceedings of the Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) 2009 Universiti Malaysia Pahang (UMP)
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
spellingShingle	Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) Nor Surayahani, B. S. Hermila, M. A. Classifying driver facial emotions
description	MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.
format	Working Paper
author	Nor Surayahani, B. S. Hermila, M. A.
author_facet	Nor Surayahani, B. S. Hermila, M. A.
author_sort	Nor Surayahani, B. S.
title	Classifying driver facial emotions
title_short	Classifying driver facial emotions
title_full	Classifying driver facial emotions
title_fullStr	Classifying driver facial emotions
title_full_unstemmed	Classifying driver facial emotions
title_sort	classifying driver facial emotions
publisher	Universiti Malaysia Pahang (UMP)
publishDate	2010
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/8609
_version_	1643789267186483200

Classifying driver facial emotions

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