Document Details

Document Type : Article In Journal 
Document Title :
Logo Matching Technique Based on Principle Component Analysis
تقنيات مطابقة الشعارات استنادا إلى تحليل مكونات المبدأ
 
Subject : Computer Science 
Document Language : English 
Abstract : Abstract: Of the problem areas, the domain of matching complex objects has received, by far, the most attention. This research work is concerned with the specific class of complicated objects, i.e. logo. The progress, particularly in this field, is still at extensive research work level, due to infinite varieties of shapes and classes which are used. Essentially, the algorithm proposed is based on Principle Component Analysis (PCA) approach. In this technique, the PCA is used to extract the features, kept inherent in the normalized pattern for later matching process. In the matching process, the extracted features of unknown pattern are mapped onto formulated feature spaces, and the distance between the source symbol and modeled symbols is used as a decision making tool. The true matching rate of 100% has been achieved for hundreds tested logos. 
ISSN : 2077-1207 
Journal Name : IJVIPNS: INTERNATIONAL JOURNAL OF VIDEO & IMAGE PROCESSING AND NETWORK SECURITY 
Volume : 10 
Issue Number : 03 
Publishing Year : 2010 AH
2010 AD 
Article Type : Article 
Added Date : Monday, June 21, 2010 

Researchers

Researcher Name (Arabic)Researcher Name (English)Researcher TypeDr GradeEmail
سامي محمد حلوانيHalawani, Sami MohammadResearcherDoctoratehalawani@kau.edu.sa

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 27080.pdf pdfLogo Matching Technique Based on Principle Component Analysis

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