Research Publications

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An Intelligent Classification Algorithm for LifeLog Multimedia Applications
Changseok Bae, Yuk Ying Chung, Mohd Afizi Shukran, Ho (Eric) Choi, Wei-Chang Yeh
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.
Keywords: multimedia information retrieval, audio classification, multimedia diary

Details

published
Conference Paper
IEEE International Workshop on Multimedia Signal Processing
558-562
Cairns, Australia