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| Title: | A face recognition system using template matching and neural network classifier |
| Authors: | Muhammad Firdaus, Hashim
Puteh, Saad
Mohamed Rizon, Mohamed Juhari
Shahrul Nizam, Yaakob |
| Keywords: | Feature extraction
Face recognition
Neural network
Face recognition system
Image processing
Neural networks (Computer science)
Human face recognition (Computer science) |
| Issue Date: | 14-May-2005 |
| Publisher: | Kolej Universiti Kejuruteraan Utara Malaysia |
| Citation: | p.1-6 |
| Series/Report no.: | Proceedings of the 1st International Workshop on Artificial Life and Robotics |
| Abstract: | 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. |
| Description: | Organized by Kolej Universiti Kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis. |
| URI: | http://hdl.handle.net/123456789/7152 |
| Appears in Collections: | Mohd. Rizon Mohamed Juhari, Prof. Ir. Dr.
Conference Papers
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