The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON SIGNAL PROCESSING
Transactions ID Number: 31-538
Full Name: Hasan Demirel
Position: Assistant Professor
Age: ON
Sex: Male
Address: Department of Electrical and Electronic Engineering, Eastern Mediterranean University,
Country: TURKEY
Tel: 0090 392 630 1436
Tel prefix:
Fax: 0090 392 630 0240
E-mail address: hasan.demirel@emu.edu.tr
Other E-mails: shahab.jafari@emu.edu.tr
Title of the Paper: pixel statistics matching based high performance face recognition system
Authors as they appear in the Paper: Hasan Demirel, Gholamreza Anbarjafari
Email addresses of all the authors: hasan.demirel@emu.edu.tr, shahab.jafari@emu.edu.tr
Number of paper pages: 11
Abstract: In this work, a high performance face recognition system based on gray level pixel statistic represented by histogram of the face image is introduced. Histogram matching is performed by using the correlation between the histogram of a given face and histograms of the faces in the database. The proposed system gives 100.00% recognition rate on the ORL face database for 240 training faces and 160 test faces. This rate is down to 89% and 93% in the case of conventional eigenfaces and fisherfaces methods respectively. The high correlation between the histograms of the same faces at different resolutions makes the system robust for scale changes.
Keywords: Face recognition, Gray-level histogram, Histogram matching, Pixel statistic, Scale invariant
EXTENSION of the file: .pdf
Special (Invited) Session:
Organizer of the Session:
How Did you learn about congress:
IP ADDRESS: 193.140.45.123
