Multimedia Data Mining and Analysis from Motion Contents : Effective Techniques for Managing Motional Multimedia Data

Language: English

Published by VDM Verlag Dr. Müller, 2008

3639102800 / 9783639102802

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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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 data 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.…

Seller Inventory # 9783639102802

Title
Multimedia Data Mining and Analysis from Motion Contents : Effective Techniques for Managing Motional Multimedia Data
Author
Yue Zhou
Publisher
VDM Verlag Dr. Müller
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639102800
ISBN 13
9783639102802
Item weight
198 grams
Dimensions
220x150x8 mm

AHA-BUCH GmbH

Einbeck, Germany

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Shipping rates from Germany to U.S.A.

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