A face recognition system using template matching and neural network classifier
Organized by Kolej Universiti Kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis.
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| Format: | Working Paper |
| Language: | English |
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Kolej Universiti Kejuruteraan Utara Malaysia
2009
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| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/7152 |
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my.unimap-71522009-09-08T05:16:46Z A face recognition system using template matching and neural network classifier Muhammad Firdaus, Hashim Puteh, Saad Mohamed Rizon, Mohamed Juhari Shahrul Nizam, Yaakob Feature extraction Face recognition Neural network Face recognition system Image processing Neural networks (Computer science) Human face recognition (Computer science) Organized by Kolej Universiti Kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis. We develop a technique to identify an unknown person in a face image by using template matching and neural network classifier. The technique is separated into three main steps namely; preprocessing, feature extraction and recognition. In the preprocessing step, we process and normalize the input image using approaches proposed by Kawaguchi et al. [1]. We prepare an intensity image of human frontal face and a cut off region consisting of both eyes and eyebrows from the image as a template and a representative feature. Finally, we use the templates as input to the neural network classifier for recognition purposes. 2009-09-04T07:29:51Z 2009-09-04T07:29:51Z 2005-05-14 Working Paper p.1-6 http://hdl.handle.net/123456789/7152 en Proceedings of the 1st International Workshop on Artificial Life and Robotics Kolej Universiti Kejuruteraan Utara Malaysia |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
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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 |
Feature extraction Face recognition Neural network Face recognition system Image processing Neural networks (Computer science) Human face recognition (Computer science) |
| spellingShingle |
Feature extraction Face recognition Neural network Face recognition system Image processing Neural networks (Computer science) Human face recognition (Computer science) Muhammad Firdaus, Hashim Puteh, Saad Mohamed Rizon, Mohamed Juhari Shahrul Nizam, Yaakob A face recognition system using template matching and neural network classifier |
| description |
Organized by Kolej Universiti Kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis. |
| format |
Working Paper |
| author |
Muhammad Firdaus, Hashim Puteh, Saad Mohamed Rizon, Mohamed Juhari Shahrul Nizam, Yaakob |
| author_facet |
Muhammad Firdaus, Hashim Puteh, Saad Mohamed Rizon, Mohamed Juhari Shahrul Nizam, Yaakob |
| author_sort |
Muhammad Firdaus, Hashim |
| title |
A face recognition system using template matching and neural network classifier |
| title_short |
A face recognition system using template matching and neural network classifier |
| title_full |
A face recognition system using template matching and neural network classifier |
| title_fullStr |
A face recognition system using template matching and neural network classifier |
| title_full_unstemmed |
A face recognition system using template matching and neural network classifier |
| title_sort |
face recognition system using template matching and neural network classifier |
| publisher |
Kolej Universiti Kejuruteraan Utara Malaysia |
| publishDate |
2009 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/7152 |
| _version_ |
1643788704767016960 |
| score |
13.18916 |