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
收藏
页码：670 / 673
页数：4
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