A Novel Algorithm for Simultaneous Face Detection And Recognition

被引：0

作者：

Abdelwahab, Moataz M. ^{[1
]}

Yousry, Islam ^{[1
]}

Mikhael, Wasfy ^{[2
]}

机构：

[1] Nile Univ, Sch Commun & Informat Technol, Cairo, Egypt

[2] Univ Cent Florida, Dept Elect Engn & Comp Sci, Orlando, FL 32816 USA

来源：

2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS) | 2012年

关键词：

APPEARANCE;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Face detection and recognition has been introduced in many real world applications. Several algorithms have been implemented for either detection or recognition. In this paper, a novel algorithm, which simultaneously detects and recognizes facial images employing the same method, is presented. The proposed algorithm is based on a new 2D representation for the Histogram of Oriented Gradients (2D-HOG) in conjunction with 2DPCA for feature extraction. Experimental results conducted on existing datasets, FERET, ORL, UMIST, JAFFE, and MIT-CMU, achieved better accuracy and running time compared with existing techniques

引用

页码：670 / 673

页数：4

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