Image based face detection using probabilistic neural network

Hashim, Nik Mohd Zarifie and Wan Mazlan, Wan Nurul Alia and Aziz, Khairul Azha A (2014) Image based face detection using probabilistic neural network. International Journal for Research in Applied Science and Engineering Technology (IJRASET), 2 (VIII). pp. 12-17. ISSN 2321-9653

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Abstract

This paper presents an image based face detection using probabilistic neural network. The purpose is to localize and extract the face region from the background that will be fed into the face recognition system for identification. General preprocessing approach was used for normalizing the image and a Probabilistic Neural Network (PNN) was used to distinguish between face and non-face images. Probabilistic neural networks can be used for classification problems. The performance of the PNN face detection system will be based on the detection rate, False Acceptance Rate (FAR) and the False Rejection Rate (FRR) criteria.

Item Type:	Article
Uncontrolled Keywords:	face detection, image processing, probabilistic neural network
Subjects:	T Technology > T Technology (General)
Divisions:	Faculty of Engineering Technology > Department of Electronics & Computer Engineering Technology
Depositing User:	Khairul Azha A Aziz
Date Deposited:	21 Jan 2015 02:34
Last Modified:	28 May 2015 04:35
URI:	http://eprints.utem.edu.my/id/eprint/13957
Statistic Details:	View Download Statistic

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