Detection of facial changes for ICU patients using KNN classifier

Proceeding of The International Conference on Intelligent and Advanced Systems 2010,(ICIAS 2010) at Kuala Lumpur, Malaysian from 15 June 2010 through 17 June 2010

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Bibliographic Details
Main Authors:	Muhammad Naufal, Mansor, Sazali, Yaacob, Prof. Dr., Nagarajan, Ramachandran, Che, Lim Sin, Hariharan, Muthusamy, Dr., Muhd Ezanuddin, Abdul Aziz
Other Authors:	apairia@yahoo.com
Format:	Working Paper
Language:	English
Published:	2014
Subjects:	Detection of facial changes ICU patient K-NN classifier
Online Access:	http://dspace.unimap.edu.my:80/dspace/handle/123456789/34367
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-34367
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spelling	my.unimap-343672014-05-08T04:15:21Z Detection of facial changes for ICU patients using KNN classifier Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran Che, Lim Sin Hariharan, Muthusamy, Dr. Muhd Ezanuddin, Abdul Aziz apairia@yahoo.com s.yaacob@unimap.edu.my nagarajan@unimap.edu.my sclim3@gmail.com hari@unimap.edu.my ejan9ronaldo@yahoo.com Detection of facial changes ICU patient K-NN classifier Proceeding of The International Conference on Intelligent and Advanced Systems 2010,(ICIAS 2010) at Kuala Lumpur, Malaysian from 15 June 2010 through 17 June 2010 This paper presents an integrated system for detecting facial changes of patient in a hospital in Intensive Care Unit(ICU).In this research we have considered the facial changes most widely represented by eyes and mouth movements. The proposed system uses color images and it consists of three modules.The first module implements skin detection to detect the face.The second module constructs eye and mouth maps that are responsible for changes in eye and mouth regions.The third module extracts the features of eyes and mouth by processing the image and measuring certain demensions of eyes and mouth regions. Finally the result of this work shows that the (k-NN) can be used for used to classify the awake ness with the average accuracy of 94%. 2014-05-08T04:15:21Z 2014-05-08T04:15:21Z 2010-06 Working Paper p. 1-5 978-1-4244-6623-8 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5716252&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5716252 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34367 http://dx.doi.org/10.1109/ICIAS.2010.5716252 en Proceeding of The International Conference on Intelligent and Advanced Systems 2010 (ICIAS 2010);
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	Detection of facial changes ICU patient K-NN classifier
spellingShingle	Detection of facial changes ICU patient K-NN classifier Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran Che, Lim Sin Hariharan, Muthusamy, Dr. Muhd Ezanuddin, Abdul Aziz Detection of facial changes for ICU patients using KNN classifier
description	Proceeding of The International Conference on Intelligent and Advanced Systems 2010,(ICIAS 2010) at Kuala Lumpur, Malaysian from 15 June 2010 through 17 June 2010
author2	apairia@yahoo.com
author_facet	apairia@yahoo.com Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran Che, Lim Sin Hariharan, Muthusamy, Dr. Muhd Ezanuddin, Abdul Aziz
format	Working Paper
author	Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran Che, Lim Sin Hariharan, Muthusamy, Dr. Muhd Ezanuddin, Abdul Aziz
author_sort	Muhammad Naufal, Mansor
title	Detection of facial changes for ICU patients using KNN classifier
title_short	Detection of facial changes for ICU patients using KNN classifier
title_full	Detection of facial changes for ICU patients using KNN classifier
title_fullStr	Detection of facial changes for ICU patients using KNN classifier
title_full_unstemmed	Detection of facial changes for ICU patients using KNN classifier
title_sort	detection of facial changes for icu patients using knn classifier
publishDate	2014
url	http://dspace.unimap.edu.my:80/dspace/handle/123456789/34367
_version_	1643797460051558400

Detection of facial changes for ICU patients using KNN classifier

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