Diyala Journal For Pure Science
Scientific Refereed Journal Published By College of Science - University of Diyala
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Diyala Journal For Pure Sciences DJPS
ISRA Impact Factor:3.715
P- ISSN:2222-8373, E-ISSN:2518-9255
Volume 13, Issue 3, Part 1 , July. 2017
Hybrid Face Recognition Algorithm for Wireless Sensor Network
Matheel E. Abdulmunem and Fatima B. Ibrahim
Year: 2017, Volume: 13, Issue: 3, Part: 1
Pages: 267-281, DOI: http://dx.doi.org/10.24237/djps.1303.274B
Since computing technology increasing as part of our daily life activity, there is a need for new branches of applications. Developing the Wireless Sensor Network (WSN) application to adequate to work within the access control of smart home is the main aim of this paper. In this paper, a new approach of face recognition is proposed to work with WSN depending on Gabor filter and the computation of Eigen faces. Centralized algorithm principle is depended on work to carry the work load to the base station node with a flat architecture based on the principle of gossiping routing protocol. The feature vector that is traveling on the network is compressed to only 15 components with recognition rate reaches to 100% and reduction in computation complexity of Eigen faces.
Keywords: Wireless Sensor Network, Eigen faces, Gabor filter, DC components.