ISSN: 2349-5162

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Published in:

Volume 1 Issue 7
December-2014
eISSN: 2349-5162

Unique Identifier

JETIR1407070

Page Number

949-954

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Title

Mallats Wavelet Transform for Face Recognition using Artificial Neural Network

ISSN

2349-5162

Cite This Article

"Mallats Wavelet Transform for Face Recognition using Artificial Neural Network", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.1, Issue 7, page no.949-954, December-2014, Available :http://www.jetir.org/papers/JETIR1407070.pdf

Abstract

This paper represents face recognition using Mallets Wavelet Transform and Artificial Neural Network. Various methods are implemented for the face recognition system since many years. Improving efficiency and creating a robust face recognition system is the main aim of implementing new single method or combination of methods. This paper represents hybrid method where Artificial Neural Networks (ANN) classifiers is combined with Mallets Wavelet Transform. Developing face recognition includes three stages image acquisition and preprocessing, feature extraction and classification. In the proposed method Mallats Wavelet Transform is implemented for feature extraction method and Artificial Neural Network for classification. ANN is better classifier as compared with other since it can be taught to take decisions as humans can take. It also adapt better with the changes in environment. ANN is also efficient as compared to the other classifiers.

Key Words

Hybrid approach for face recognition, Mallets Wavelet Transform, Energy Calculation ,Artificial neural network, Feature extraction, classification

Cite This Article

"Mallats Wavelet Transform for Face Recognition using Artificial Neural Network", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.1, Issue 7, page no. pp949-954, December-2014, Available at : http://www.jetir.org/papers/JETIR1407070.pdf

Publication Details

Published Paper ID: JETIR1407070
Registration ID: 140481
Published In: Volume 1 | Issue 7 | Year December-2014
DOI (Digital Object Identifier):
Page No: 949-954
ISSN Number: 2349-5162

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Cite This Article

"Mallats Wavelet Transform for Face Recognition using Artificial Neural Network", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.1, Issue 7, page no. pp949-954, December-2014, Available at : http://www.jetir.org/papers/JETIR1407070.pdf




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