Volume 3 Number 6 (Dec. 2013)
Home > Archive > 2013 > Volume 3 Number 6 (Dec. 2013) >
IJEEEE 2013 Vol.3(6): 497-501 ISSN: 2010-3654
DOI: 10.7763/IJEEEE.2013.V3.286

Research and Design of Face Recognition System Based on Embedded Wi-Fi

Mi Wang, Kezhong Zhang, and Peizhi Liu
Abstract— The purpose of this study is building a face recognition system. Wireless technology and Adaboost algorithm is applied in this embedded system.The whole system includes two parts: server part and client part.The server part, which is based on ARM9 microprocessor, can detect faces, compress the image data and send it to the server part using Wi-Fi wireless transmission module. Then the client part receives the data, manages to recognize face automatically and identify faces by comparing image in the database. The client part deals with face detection and face region positioning via Adaboost fast face detection algorithm combined with digital image processing of grayscale balance, filtering, wavelet transform to acquire standard face image. Three-layer BP neural network is designed for automatic face recognition. The result achieve a recognition rate at 98.6 percent with a small number of 45 training samples.

Index Terms— Linux, Wi-Fi, Adaboost, BPNN.

Mi Wang, Kezhong Zhang, and Peizhi Liu are with the Being University of Posts and Telecommunications, Beijing, China (e-mail: {wangmi666, zkz.bupt}@gmail.com, liupz@bupt.edu.cn).

Cite: Mi Wang, Kezhong Zhang, and Peizhi Liu, " Research and Design of Face Recognition System Based on Embedded Wi-Fi," International Journal of e-Education, e-Business, e-Management and e-Learning vol. 3, no. 6, pp. 497-501, 2013.

General Information

ISSN: 2010-3654 (Online)
Abbreviated Title: Int. J. e-Educ. e-Bus. e-Manag. e-Learn.
Frequency: Quarterly
Editor-in-Chief: Prof. Kuan-Chou Chen
Executive Editor: Ms. Nancy Lau
Abstracting/ Indexing: EBSCO, Google Scholar, Electronic Journals Library, QUALIS, ProQuest, INSPEC (IET)
E-mail: ijeeee@iap.org
  • Jul 28, 2022 News!

    The papers published in Vol 12, No 2 & No 3 have all received dois from Crossref

  • Jul 26, 2022 News!

    IJEEEE Vol 12, No 3 is available online!   [Click]

  • Apr 25, 2022 News!

    IJEEEE Vol 12, No 2 is available online!   [Click]

  • Dec 27, 2021 News!

    The papers published in Vol 12, No 1 have all received dois from Crossref

  • Dec 24, 2021 News!

    Vol 11, No 1-No 2 have been indexed by EI (Inspec)     [Click]

  • Read more>>