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.
"1133106481"
Understanding-Oriented Multimedia Content Analysis
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.
96.99
In Stock
5
1
![Understanding-Oriented Multimedia Content Analysis](http://img.images-bn.com/static/redesign/srcs/images/grey-box.png?v11.10.4)
Understanding-Oriented Multimedia Content Analysis
156![Understanding-Oriented Multimedia Content Analysis](http://img.images-bn.com/static/redesign/srcs/images/grey-box.png?v11.10.4)
Understanding-Oriented Multimedia Content Analysis
156eBook(1st ed. 2017)
$96.99
$129.00
Save 25%
Current price is $96.99, Original price is $129. You Save 25%.
Related collections and offers
96.99
In Stock
Product Details
ISBN-13: | 9789811036897 |
---|---|
Publisher: | Springer-Verlag New York, LLC |
Publication date: | 05/26/2017 |
Series: | Springer Theses |
Sold by: | Barnes & Noble |
Format: | eBook |
Pages: | 156 |
File size: | 4 MB |
About the Author
From the B&N Reads Blog