Please use this identifier to cite or link to this item:
http://dspace.unimap.edu.my:80/xmlui/handle/123456789/10321
Title: | Detection of facial changes for hospital ICU patients |
Authors: | Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Nagarajan, Ramachandran, Prof. Dr. Hariharan, M. apairia@yahoo.com sazali22@yahoo.com nagarajan@unimap.edu.my wavelet.hari@gmail.com |
Keywords: | Detection of facial changes Fuzzy classifier ICU patient Unstructed lighting |
Issue Date: | 21-May-2010 |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Citation: | p.1-5 |
Series/Report no.: | Proceedings of the 6th International Colloquium on Signal Processing and Its Applications (CSPA) 2010 |
Abstract: | This paper presents an integrated system 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 demensions 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 80 %. |
Description: | Link to publisher's homepage at http://ieeexplore.ieee.org/ |
URI: | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5545273 http://dspace.unimap.edu.my/123456789/10321 |
ISBN: | 978-1-4244-7121-8 |
Appears in Collections: | Conference Papers Sazali Yaacob, Prof. Dr. Ramachandran, Nagarajan, Prof. Dr. Hariharan Muthusamy, Dr. |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Detection of facial changes for hospital ICU patients.pdf | 36.98 kB | Adobe PDF | View/Open |
Items in UniMAP Library Digital Repository are protected by copyright, with all rights reserved, unless otherwise indicated.