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Document Details
Document Type
:
Article In Journal
Document Title
:
A Frontal Face Detection Algorithm Using Fuzzy Classifier
خوارزم لإكتشاف الصور الأمامية للوجه باستخدام المنطق الغامض
Subject
:
Electrical and Computer Engineering
Document Language
:
English
Abstract
:
This paper describes a new approach for detecting faces whose size, position and pose are unknown in an image. Skin color and face border information are the primary key parameters to develop a fuzzy rule based classifier and to extract a face candidate from an image. At first, face candidate blobs were extracted using skin color information, then the blob was divided into four regions and the face borders are approximated by polynomials. Second, reference polynomials were extracted by examining different faces. As a result, the deviations from reference polynomials were used by a fuzzy classifier to decide whether the blob contains a face or not.
ISSN
:
1319-1047
Journal Name
:
Engineering Sciences Journal
Volume
:
18
Issue Number
:
1
Publishing Year
:
1428 AH
2007 AD
Number Of Pages
:
16
Article Type
:
Article
Added Date
:
Sunday, October 11, 2009
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
رمضان تاسالتين
Ramazan Tasaltin
Researcher
عثمان تايلان
Osman Taylan
Researcher
Files
File Name
Type
Description
23019.pdf
pdf
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