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Patient monitoring in ICU under unstructured lighting condition

Proceeding of The Symposium on Industrial Electronics and Applications (ISIEA 2010) at Penang, Malaysia on 3 October 2010 through 5 October 2010. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp

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Bibliographic Details
Main Authors: Muhammad Naufal, Mansor, Sazali, Yaacob, Prof. Dr., Nagarajan, Ramachandran, Prof. Dr., Hariharan, Muthusamy, Dr.
Other Authors: apairia@yahoo.com
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Detection of facial changes
Fuzzy classifier
ICU patient
Unstructed lighting
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/34384
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spelling my.unimap-343842014-05-19T03:34:08Z Patient monitoring in ICU under unstructured lighting condition Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran, Prof. Dr. Hariharan, Muthusamy, Dr. apairia@yahoo.com s.yaacob@unimap.edu.my nagarajan@unimap.edu.my hari@unimap.edu.my Detection of facial changes Fuzzy classifier ICU patient Unstructed lighting Proceeding of The Symposium on Industrial Electronics and Applications (ISIEA 2010) at Penang, Malaysia on 3 October 2010 through 5 October 2010. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp In this paper, fuzzy classifier is explained and reviewed for detecting facial changes of patient in a hospital in Intensive Care Unit (ICU). The facial changes are 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 dimensions of eyes and mouth regions. Finally a fuzzy classifier used to classify the movements at different illumination levels. From 300 samples of face images, it is found that the identification rate of awakness reaches 97%. 2014-05-10T16:06:50Z 2014-05-10T16:06:50Z 2010-10 Working Paper p. 608-611 978-1-4244-7645-9 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5679394&tag=1 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34384 http://dx.doi.org/10.1109/ISIEA.2010.5679394 en Proceeding of The Symposium on Industrial Electronics and Applications (ISIEA 2010); IEEE Conference Publications
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
Fuzzy classifier
ICU patient
Unstructed lighting
spellingShingle Detection of facial changes
Fuzzy classifier
ICU patient
Unstructed lighting
Muhammad Naufal, Mansor
Sazali, Yaacob, Prof. Dr.
Nagarajan, Ramachandran, Prof. Dr.
Hariharan, Muthusamy, Dr.
Patient monitoring in ICU under unstructured lighting condition
description Proceeding of The Symposium on Industrial Electronics and Applications (ISIEA 2010) at Penang, Malaysia on 3 October 2010 through 5 October 2010. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp
author2 apairia@yahoo.com
author_facet apairia@yahoo.com
Muhammad Naufal, Mansor
Sazali, Yaacob, Prof. Dr.
Nagarajan, Ramachandran, Prof. Dr.
Hariharan, Muthusamy, Dr.
format Working Paper
author Muhammad Naufal, Mansor
Sazali, Yaacob, Prof. Dr.
Nagarajan, Ramachandran, Prof. Dr.
Hariharan, Muthusamy, Dr.
author_sort Muhammad Naufal, Mansor
title Patient monitoring in ICU under unstructured lighting condition
title_short Patient monitoring in ICU under unstructured lighting condition
title_full Patient monitoring in ICU under unstructured lighting condition
title_fullStr Patient monitoring in ICU under unstructured lighting condition
title_full_unstemmed Patient monitoring in ICU under unstructured lighting condition
title_sort patient monitoring in icu under unstructured lighting condition
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/34384
_version_ 1643797475427876864
score 13.214268

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