Title :
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
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;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712861
