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An Intelligent Classification Algorithm for LifeLog Multimedia Applications
會議論文集

An Intelligent Classification Algorithm for LifeLog Multimedia Applications

Changseok Bae, Yuk Ying Chung, Mohd Afizi Mohd Shukran, Eric Choi 和 Wei-Chang Yeh
2008 IEEE 10TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, VOLS 1 AND 2, 頁.562
01/01/2008
Web of Science ID: WOS:000263468300102

摘要

Computer Science Computer Science, Artificial Intelligence Computer Science, Information Systems Engineering Engineering, Electrical & Electronic Science & Technology Technology Telecommunications
LifeLog can be used as a stand-alone consumer device to serve as a powerful automated multimedia diary and scrapbook. By using a search engine interface, the user can easily retrieval a specific thread of past transactions, or recall a few seconds ago or from many years earlier in as much detail as is desired, including imagery, audio, or video event. In this paper, we have studied and implemented three audio classification algorithms. The testing results show that KNN is the best classifier to classify the multimedia data.

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