DocumentCode
623077
Title
Towards distributed face recognition on self organized storage built from wireless sensor nodes
Author
Gaynor, Paul ; Coore, Daniel
Author_Institution
Mona Campus, Univ. of the West Indies, Kingston, Jamaica
fYear
2013
fDate
17-19 April 2013
Firstpage
1
Lastpage
6
Abstract
Distributed approaches to face recognition have been widely studied for over a decade. One of the remaining problems with these approaches is that of coordinating the heavy storage requirements in a distributed way. We present a modification of existing facial recognition algorithms deployed on a self organizing, reliable and robust platform composed of wireless sensor nodes that should yield a self-organizing algorithm for face recognition, which manages its storage in an entirely distributed way. Our preliminary results, though tentative, suggest that these expectations are plausible. As an effective facial recognition algorithm, our implementation is still a work in progress; but the modest computational requirements of the storage platform, coupled with the parallelizable operations already in current distributed face recognition techniques should eventually yield a distributed algorithm that can be scaled up to run on a very large system of simple processors.
Keywords
face recognition; wireless sensor networks; computational requirements; distributed approaches; distributed face recognition; distributed face recognition techniques; effective facial recognition algorithm; facial recognition algorithms; reliable platform; robust platform; self organized storage; self-organizing algorithm; storage requirements; wireless sensor nodes; Apertures; Face; Face recognition; Feature extraction; Image recognition; Principal component analysis; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Telecommunications Symposium (WTS), 2013
Conference_Location
Phoenix, AZ
ISSN
1934-5070
Print_ISBN
978-1-4673-5011-2
Type
conf
DOI
10.1109/WTS.2013.6566244
Filename
6566244
Link To Document