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Understanding-Oriented Multimedia Content Analysis / by Zechao Li.
- Format:
- Book
- Author/Creator:
- Li, Zechao, author.
- Series:
- Computer Science (Springer-11645)
- Springer Theses, Recognizing Outstanding Ph.D. Research,. 2190-5053
- Springer Theses, Recognizing Outstanding Ph.D. Research, 2190-5053
- Language:
- English
- Subjects (All):
- Multimedia systems.
- Information storage and retrieval.
- User interfaces (Computer systems).
- Multimedia Information Systems.
- Information Storage and Retrieval.
- User Interfaces and Human Computer Interaction.
- Local Subjects:
- Multimedia Information Systems.
- Information Storage and Retrieval.
- User Interfaces and Human Computer Interaction.
- Physical Description:
- 1 online resource (XIX, 156 pages) : 36 illustrations, 33 illustrations in color.
- Edition:
- First edition 2017.
- Contained In:
- Springer eBooks
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2017.
- System Details:
- text file PDF
- Summary:
- 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 visual understanding. More specifically, it discusses multimedia content representations and analysis including feature selection, feature extraction, image tagging, user-oriented tag recommendation and understanding-oriented multimedia applications. The book was nominated by the University of Chinese Academy of Sciences and China Computer Federation as an outstanding PhD thesis. By providing the fundamental technologies and state-of-the-art methods, it is a valuable resource for graduate students and researchers working in the field computer vision and machine learning.
- Contents:
- Introduction
- Understanding-oriented Unsupervised Feature Selection
- Understanding-oriented Feature
- Personalized Tag Recommendation
- Understanding-oriented Multimedia News Retrieval
- Understanding-oriented Multimedia News Summarization
- Conclusion.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-10-3689-7
- 9789811036897
- Access Restriction:
- Restricted for use by site license.
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