A Hybrid Face Recognition Scheme Using Contour and Gabor Wavelet

被引：2
|
作者：
Rymbai, Bandariakor [1 ]
Kandar, Debdatta [1 ]
Maji, Arnab Kumar [1 ]
机构：
[1] North Eastern Hill Univ, Dept Informat Technol, Shillong 793022, Meghalaya, India
来源：
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ICT FOR SUSTAINABLE DEVELOPMENT, ICT4SD 2015, VOL 1 | 2016年 / 408卷
关键词：
Gabor wavelet; Contour; Facial feature; Gaussian; Discrete cosine; Histogram;
D O I：
10.1007/978-981-10-0129-1_40
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A face recognition system based on the hybrid approach is proposed in this paper. We have combined both the global and local features of a face using Gabor wavelet transform and a face contour. Gabor transform helps in extracting the features of a face, that is, the position of eyes, tip of the nose, and the corner of the mouth, whereas a face contour helps to extract the structure of a face. A combination of these techniques helps to extract the best features.
引用
收藏
页码：377 / 385
页数：9
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