The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of COMPUTERS
Transactions ID Number: 19-632
Full Name: Hector Perez-Meana
Position: Professor
Age: ON
Sex: Male
Address: ESIME Culhuacan, National Polytechnic Institute of Mexico, Av. Santa Ana 1000, 04430 Mexico D. F.
Country: MEXICO
Tel: 5255-5656-2058
Tel prefix: 52
Fax: 5255-5656-2058
E-mail address: hmpm@prodigy.net.mx
Other E-mails: hmperezm@ipn.mx,mnakano@ipn.mx
Title of the Paper: A face recognition algorithm using eigenphases and histogram equalization
Authors as they appear in the Paper: Kelsey Ramirez-Gutierrez, Daniel Cruz-Perez, Jesus Olivares-Mercado, Mariko Nakano-Miyatake, Hector Perez-Meana
Email addresses of all the authors: kelseyramirez@ieee.org,solid_snake98@gmail.com,mnakano@ipn.mx,hmperezm@ipn.mx
Number of paper pages: 8
Abstract: This paper proposes a face recognition algorithm based on histogram equalization methods. These methods allow standardizing the faces illumination reducing in such way the variations for further features extraction; which are extracted using the image phase spectrum of the histogram equalized image together with the principal components analysis. Proposed scheme allows a reduction of the amount of data without much information loss. Evaluation results show that the proposed feature extraction scheme, when used together with the support vector machine (SVM), provides a recognition rate higher than 97% and a verification error lower than 0.003%.
Keywords: — Histogram Equalization, Fast Fourier Transform, Principal Component Analysis, Support Vector Machine.
EXTENSION of the file: .pdf
Special (Invited) Session: Face recognition and verification using histogram equalization
Organizer of the Session: ACS-11 (635-160)
How Did you learn about congress: Gabriel Sanchez, caaann@gmail.com, Eric Simancas ericsimancas@hotmail.com, Mireya Garcia, freemgarciav@gmail.com
IP ADDRESS: 189.146.20.179
