Bookcover of Face Recognition Using Multiple Classifier Fusion
Booktitle:

Face Recognition Using Multiple Classifier Fusion

Multiple Classifier Fusion Based Face Recognition System for Person Identification

LAP LAMBERT Academic Publishing (2012-04-07 )

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ISBN-13:

978-3-8473-0734-1

ISBN-10:
3847307347
EAN:
9783847307341
Book language:
English
Blurb/Shorttext:
Recently classifier combination methods have proved to be an effective tool to increase the performance of pattern recognition applications. There are numbers of different Decision Support System (DSS) that has developed to operate on the minimum input data set or the output data set to give the correct decision. A number of classifier fusion methods have been recently developed opening an alternative approach leading to a potential improvement in the face recognition performance. In this book, a face recognition system has been developed by applying multi-classifier fusion on the output of the three different classification methods namely Artificial Neural Network, Genetic Algorithm and Euclidean distance measure based on the Principal Component Analysis dimensionality reduction technique. Experimental results and performance analysis show the comparison results between multi-classifier fusion based face recognition system with individual classifier performance.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Rizoan Toufiq, Md. Rabiul Islam
Number of pages:
120
Published on:
2012-04-07
Stock:
Available
Category:
Informatics, IT
Price:
49.00 €
Keywords:
face recognition, decision support system, Multiple Classifier Fusion

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