Facial Recognition Based On Back Propagation Technique

MOHAMMAD KAISB, AL-HASNAWI and NASSIR JABIR, AL-KHAFAJI, and TAREQ, ALI AL-SAADI and ZAID ABASS, FADAHL (2014) Facial Recognition Based On Back Propagation Technique. In: International Conference on Advances In Engineering And Technology - ICAET 2014, 24 - 25 May, 2014, RIT, Roorkee, India.

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Abstract

Face recognition has received considerable attention from researchers in the areas of biometrics, pattern recognition, and computer vision. Security measures in airports can apply face recognition for passport verification, establishment of a list of criminals in police departments, visa processing, electoral identification verification, and ATM card security measure. A computational model of face recognition based on the images of a person captured via surveillance cameras is proposed in this study. This model is simple, accurate, and fast in several constrained environments, such as a household or an office. Back propagation method automatically improves the capabilities of face recognition systems through experimentation, with problems and goals stated clearly. With regard to the research design, a general methodology is adopted to achieve the research objectives.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: face recognition, security, fingerprint, back propagation
Depositing User: Mr. John Steve
Date Deposited: 27 May 2019 04:40
Last Modified: 27 May 2019 04:40
URI: http://publications.theired.org/id/eprint/2704

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