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

页码：377 / 385

页数：9

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