Understanding-Oriented Multimedia Content Analysis

• Main Author: Li, Zechao (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Computer science.; Information storage and retrieval.; Multimedia information systems.; User interfaces (Computer systems).; Computer Science.; Multimedia Information Systems.; Information Storage and Retrieval.; User Interfaces and Human Computer Interaction.

This book offers a systematic introduction to an understanding-oriented approach to multimedia content analysis. It integrates the visual understanding and learning models into a unified framework, within which the visual understanding guides the model learning while the learned models improve the v...

Table of Contents:

• Introduction
• Understanding-oriented Unsupervised Feature Selection
• Understanding-oriented Feature
• Personalized Tag Recommendation
• Understanding-oriented Multimedia News Retrieval
• Understanding-oriented Multimedia News Summarization
• Conclusion.