Simultaneous Face Detection and Recognition using Viola-Jones Algorithm and Artificial Neural Networks for Identity Verification

被引：0
|
作者：
Fernandez, Ma Christina D. [1 ]
Gob, Kristina Joyce E. [1 ]
Leonidas, Aubrey Rose M. [1 ]
Ravara, Ron Jason J. [1 ]
Bandala, Argel A. [2 ]
Dadios, Elmer P. [2 ]
机构：
[1] Polytech Univ Philippines, Dept Comp Sci, Manila, Philippines
[2] De La Salle Univ, Gokongwei Coll Engn, Manila, Philippines
来源：
2014 IEEE REGION 10 SYMPOSIUM | 2014年
关键词：
Face Detection; Face Recognition; Artificial Neural Networks; Image Processing;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The study presented aims to design and develop a face recognition system. The system utilized Viola Jones Algorithm in detecting faces from a given image. Also the system used Artificial Neural Networks in recognizing faces detected from the input. Upon experimentation the system generated can recognize human faces with accuracy of 87.05%. The system performs at its best if the person is around 150cm away from the camera with an accuracy rate of 87.59%. Also, the best amount of lighting for the recognition system is at 480 lumens with an accuracy rate of 88.64%. Lastly, the system also performs at its best if the person is directly facing the camera or at 0 degrees with respect to the camera.
引用
收藏
页码：672 / 676
页数：5
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