Using a real-time web-based pattern recognition system to search for component patterns database

Sung Jung Hsiao, Kuo Chin Fan, Wen Tsai Sung, Shih Ching Ou

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

Abstract

Faraway engineers are able to sketch direct the shape of engineering components by the browser, and the recognition system will proceed with search for the component database of company by the Internet. In this paper, component patterns are stored in the database system. Component patterns with the approach of database system will be able to improve the capacity of recognition system effectively. In our approach, the recognition system adopts distributed compute, and it will raise the recognition rate of system. The system uses a recurrent neural network (RNN) with associative memory to perform the action of training and recognition. The final phase joins the technology of database match in process of the recognition except distributed compute, and it will solve the problem of spurious state. In this paper, our system will be carried out in the Yang-Fen Automation Electrical Engineering Company. The plan of experiment has gone through four months, and their engineers are also used to take advantage of the way of Web-Based pattern recognition.

Original languageEnglish
Title of host publicationEurAsia-ICT 2002
Subtitle of host publicationInformation and Communication Technology - First EurAsian Conference, Proceedings
EditorsHassan Shafazand, A. Min Tjoa, Hassan Shafazand
PublisherSpringer Verlag
Pages739-746
Number of pages8
ISBN (Print)3540000283, 9783540000280
DOIs
StatePublished - 2002
Event1st EurAsian Conference on Advances in Information and Communication Technology, EurAsia-ICT 2002 - Shiraz, Iran, Islamic Republic of
Duration: 29 Oct 200231 Oct 2002

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2510 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st EurAsian Conference on Advances in Information and Communication Technology, EurAsia-ICT 2002
Country/TerritoryIran, Islamic Republic of
CityShiraz
Period29/10/0231/10/02

Keywords

  • Component database
  • Engineering components
  • Pattern recognition
  • RNN
  • Web-based

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