Developing a Web-based pattern recognition system for the pattern search of components database by a parallel computing

Kuo Chin Fan, Sung Jung Hsiao, Wen Tsai Sung

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

The research investigates the use of pattern recognition (PR) technologies with associative memory for real-time pattern recognition of engineering components by a parallel computing system. Component patterns are stored in the database system. Their properties and specifications are also attached to the data field of each component pattern except the pattern of engineering component. A distant engineer is able to draw directly the shape of engineering components via the browser, and the recognition system will search for the component database of the company via the Internet. Component patterns with the matching approach of database system will be able to improve the capacity of the recognition system effectively. The recognition system makes use of parallel computing, and it raises the recognition rate of the system. The recognition system is a client-server network structure using the Internet. The system uses a recurrent neural network (RNN) with associative memory to perform training and recognition. The system is being implemented in the Automation Electrical Engineering Company.

Original languageEnglish
Title of host publicationProceedings - 11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003
EditorsAndrea Clematis
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages456-463
Number of pages8
ISBN (Electronic)0769518753, 9780769518756
DOIs
StatePublished - 2003
Event11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003 - Genova, Italy
Duration: 5 Feb 20037 Feb 2003

Publication series

NameProceedings - 11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003

Conference

Conference11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003
Country/TerritoryItaly
CityGenova
Period5/02/037/02/03

Keywords

  • Associative memory
  • Data engineering
  • Database systems
  • Internet
  • Parallel processing
  • Pattern matching
  • Pattern recognition
  • Real time systems
  • Recurrent neural networks
  • Shape

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