Multimodal Analysis of User-Generated Multimedia Content

Nonfiction, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience, Computers, Database Management, Science & Nature, Science
Cover of the book Multimodal Analysis of User-Generated Multimedia Content by Rajiv Shah, Roger Zimmermann, Springer International Publishing
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Author: Rajiv Shah, Roger Zimmermann ISBN: 9783319618074
Publisher: Springer International Publishing Publication: August 30, 2017
Imprint: Springer Language: English
Author: Rajiv Shah, Roger Zimmermann
ISBN: 9783319618074
Publisher: Springer International Publishing
Publication: August 30, 2017
Imprint: Springer
Language: English

This book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed. First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented. Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries. Subsequently, we present a personalized music video generation system for outdoor user-generated videos. Finally, we discuss approaches for multimodal lecture video segmentation techniques. This book also explores the extension of these multimedia system with the use of heterogeneous continuous streams.

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This book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed. First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented. Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries. Subsequently, we present a personalized music video generation system for outdoor user-generated videos. Finally, we discuss approaches for multimodal lecture video segmentation techniques. This book also explores the extension of these multimedia system with the use of heterogeneous continuous streams.

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