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Binary object recognition system on FPGA with bSOM

Appiah, Kofi, Hunter, Andrew, Dickinson, Patrick and Meng, Hongying (2010) Binary object recognition system on FPGA with bSOM. In: The 23nd IEEE International SOC Conference, September 27 - 29, 2010, Las Vegas, Nevada.

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Item Type:Conference or Workshop contribution (Paper)
Item Status:Live Archive

Abstract

Tri-state Self Organizing Map (bSOM), which takes binary inputs and maintains tri-state weights, has been used for classification rather than clustering in this paper. The major contribution here is the demonstration of the potential use of the modified bSOM in security surveillance, as a recognition system on FPGA.

Additional Information:Tri-state Self Organizing Map (bSOM), which takes binary inputs and maintains tri-state weights, has been used for classification rather than clustering in this paper. The major contribution here is the demonstration of the potential use of the modified bSOM in security surveillance, as a recognition system on FPGA.
Keywords:FPGA, SoC, bSOM, Binary Patterns
Subjects:G Mathematical and Computer Sciences > G411 Computer Architectures
G Mathematical and Computer Sciences > G700 Artificial Intelligence
Divisions:College of Science > School of Computer Science
ID Code:2799
Deposited On:07 Jul 2010 13:46

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