Application of Bionic Neural Network on Face Recognition Based on SVD and DCT

Author

Zhang, Jin ; Wang, You ; Li, Guang ; Freeman, Walter J.

Author_Institution

Dept. of Biomed. Eng., Zhejiang Univ., Hangzhou

Volume

1

fYear

0

fDate

0-0 0

Firstpage

2733

Lastpage

2736

Abstract

Based on the study of olfactory neural system, a bionic neural network has been constructed, which exhibits chaotic characteristics and has potential on pattern recognition. Extracting feature using SVD and DCT, this paper applies the bionic neural network on face recognition. Experimental results show that the network works efficiently for image pattern classification

Keywords

discrete cosine transforms; face recognition; feature extraction; image classification; neural nets; singular value decomposition; bionic neural network; chaotic characteristics; discrete cosine transform; face recognition; feature extraction; image pattern classification; olfactory system; pattern recognition; singular value decomposition; Artificial neural networks; Biological system modeling; Brain modeling; Chaos; Discrete cosine transforms; Face recognition; Feature extraction; Neural networks; Olfactory; Pattern recognition; face recognition; neural networks; olfactory system; pattern recognition;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on

Conference_Location

Dalian

Print_ISBN

1-4244-0332-4

Type

conf

DOI

10.1109/WCICA.2006.1712861

Filename

1712861