Multimodal Analysis of User-Generated Multimedia Content

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.Author: Shah, Rajiv,author,Zimmermann, Roger,author Contributors: Shah, Rajiv,author,Zimmermann, Roger,author Binding: paperback Publication Date: Release Date: Languages: English,Published,English,Original Language,Englis Edition: Softcover reprint of the original 1st ed. 2017 Published/Release Date: 9 Sep 2018 Format: Paperback / softback Publisher/Studio/Brand: Springer International Publishing AG Author/Director/Artist: Rajiv Shah Dimension (cm): 235x155x17 mm Package Dimension (cm): 17x235x155 mm Item Weight (g): 492 Package Weight (g): 599