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

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

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.

原文???core.languages.en_GB???
主出版物標題Proceedings - 11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003
編輯Andrea Clematis
發行者Institute of Electrical and Electronics Engineers Inc.
頁面456-463
頁數8
ISBN(電子)0769518753, 9780769518756
DOIs
出版狀態已出版 - 2003
事件11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003 - Genova, Italy
持續時間: 5 2月 20037 2月 2003

出版系列

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

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???event.eventtypes.event.conference???11th Euromicro Conference on Parallel, Distributed and Network-Based Processing, Euro-PDP 2003
國家/地區Italy
城市Genova
期間5/02/037/02/03

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