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Research And Implementation Of Video Data Mining Technique

Posted on:2008-05-16Degree:MasterType:Thesis
Country:ChinaCandidate:G J XinFull Text:PDF
GTID:2178360212475966Subject:Control theory and control engineering
Abstract/Summary:PDF Full Text Request
In recent years, many achievements have been contributed in data mining research area, a lot of new algorithms have been proposed, many commercial systems have been produced, and the application area of data mining expand continuously. With the development and advancement of information technique, the form of data varies and the amount of multimedia database increases. Video data mining is a very important part of the multimedia data mining, and it is also the new research aspect of data mining. It is more and more easily to capture and save all kinds of videos, so many researchers and commercial investors are interested in the problem of how to extract useful information automatically from videos or image data and how to realize the semantic understanding of videos or image data.Nowadays, there have been some efforts about video data mining for movies, medical videos, and traffic videos. Among which, the developments of complex video surveillance systems and traffic monitoring systems have recently been studied by many researchers due...
Keywords/Search Tags:Video Data Mining, Video Motion Mining, Time Series, Similarity Search, Cluster, the Approximate Presentation of Time Series
PDF Full Text Request
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