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Towards distributed face recognition on self organized storage built from wireless sensor nodes
- Source :
- WTS
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
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.
- Subjects :
- Parallelizable manifold
SIMPLE (military communications protocol)
business.industry
Computer science
3D single-object recognition
Distributed computing
Work in process
Machine learning
computer.software_genre
Facial recognition system
Distributed algorithm
Wireless
Artificial intelligence
business
computer
Wireless sensor network
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2013 Wireless Telecommunications Symposium (WTS)
- Accession number :
- edsair.doi...........c2f67b02a0948f8acc410d6962c65e9f