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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2014
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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 |
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Detection of facial changes Fuzzy classifier ICU patient Unstructed lighting |
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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 |
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1643797475427876864 |
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13.18916 |