FACE RECOGNITION USING WAVELET PACKETS DECOMPOSITION AND HOPFIELD NEURAL NETWORK

被引：1
|
作者：
Gan, Jun-Ying [1 ]
Liu, Mengfei [1 ]
机构：
[1] Wu Yi Univ, Sch Informat, Jiangmen 529020, Guangdong, Peoples R China
来源：
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION | 2009年
关键词：
Wavelet packets; Edge detection; Hopfield neural network; Face recognition; TEXTURE SEGMENTATION; IMAGES;
D O I：
10.1109/ICWAPR.2009.5207470
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper, we use edge information for face recognition. In order to get more details but less noise of an image, we decomposed the image with wavelet packets before the process of edge detection. After the edge detection, a logical data which only contains elements of 0 or I was introduced to the Hopfield neural network. The proposed algorithm is tested on ORL face database and the result is found to be perfect.
引用
收藏
页码：335 / 339
页数：5
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