Multimodal Analysis of User-Generated Multimedia Content
Nonfiction, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience, Computers, Database Management, Science & Nature, Science
| 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.
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.
