Big data analytics for large-scale multimedia search / 

 - 1 online resource (xxiii,374 pages) :  illustrations 
<br/><br/>Includes bibliographical references. 
<br/><br/>Part I: Feature Extraction from Big Multimedia Data: Representation Learning on Large and Small Data -- Concept-Based and Event-Based Video Search in Large Video Collections -- Big Data Multimedia Mining: Feature Extraction Facing Volume, Velocity, and Variety -- Part II: Learning Algorithms for Large-Scale Multimedia: Large-Scale Video Understanding with Limited Training Labels -- Multimodal Fusion of Big Multimedia Data -- Large-Scale Social Multimedia Analysis -- Privacy and Audiovisual Content: Protecting Users as Big Multimedia Data Grows Bigger -- Part III: Scalability in multimedia access: Data Storage and Management for Big Multimedia -- Perceptual Hashing for Large-Scale Multimedia Search -- Part IV: Applications of Large-Scale Multimedia Search: Image Tagging with Deep Learning: Fine-Grained Visual Analysis -- Visually Exploring Millions of Images using Image Maps and Graphs -- Part VI: Applications of Large-Scale Multimedia Search: Medical Decision Support Using Increasingly Large Multimodal Data Sets -- Conclusions and Future Trends -- Index. 
<br/><br/> Available on-campus and off-campus with authorized login. 
<br/><br/><label>ISBN: </label>9781119376989 9781119376996 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Big data.<br/>Disk access (computer science).
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books