DocumentCode
1886902
Title
Marketing data collection from face images using neural networks
Author
Nakano, M. ; Yasukata, F. ; Fukumi, Minoru
Author_Institution
Fukuoka Prefectural Univ., Japan
fYear
2005
fDate
18-20 May 2005
Firstpage
19
Abstract
Summary form only given. In the marketing field, it is very useful to collect the customer data of age and gender etc. For gender and age classification, this study focuses on the edge information that consists of all wrinkles in a face and also a neck. A density histogram in which the value of the edge intensity of the vertical direction and the horizontal direction in an image is greater than a threshold value is computed by using the edge information. They are treated as input data to a neural network. This classification is used on a face image database in which are the collected face images of people 15-64 years old. In order to show the effectiveness of the proposed method, computer simulations are carried out using these face images.
Keywords
edge detection; face recognition; image classification; marketing data processing; neural nets; statistical analysis; age classification; density histogram; edge intensity; face images; gender classification; marketing data collection; neck; neural networks; wrinkles; Computer simulation; Histograms; Image databases; Neck; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
Conference_Location
Sapporo
Print_ISBN
0-7803-9064-4
Type
conf
DOI
10.1109/NSIP.2005.1502242
Filename
1502242
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