Multimedia Data Mining Analysis by Zhou Yue (14 results)
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Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2008
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Kartoniert / Broschiert. Condition: New. Object motion in multimedia database containsimportant information for data content analysisespecially event detection. The motion content in itsraw form is real-value multidimensional time series.Processing and analyzing this kind o.
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Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2008
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Condition: New. Print on Demand pp. 136 23:B&W 6 x 9 in or 229 x 152 mm Perfect Bound on White w/Gloss Lam.
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Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2008
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Object motion in multimedia database containsimportant information for data content analysisespecially event detection. The motion content in itsraw form is real-value multidimensional time series.Processing and analyzing this kind of da…ta is nottrivial since most standard machine learningalgorithms can only be applied to data in vectorspace. In this work, we explore the techniques tosolve three problems related to motion cues inmultimedia databases: object motion estimation,motion representation, and motion analysis torecognize activities and events.In this book we first discuss our work on objectdetection and tracking, which estimate the objectmotion. We then introduce our edit distance basedapproach to measure the similarity between motiontrajectories in its raw form. We also present ourwork on a novel trajectory representation framework,'bag of segments,' by which trajectories aretransformed to a frequency in vector space so thatmost traditional machine learning algorithms can bedirectly applied to the motion trajectory data.Finally, we introduce our work on using the Grangercausality test to analyze multi-object interactionsfrom motion.
