Video search and mining / Dan Schonfeld [and others] (eds.).
"As cameras become more pervasive in our daily life, vast amounts of video data are generated. The popularity of You Tube and similar websites such as Tudou and Youku provides strong evidence for the increasing role of video in society. One of the main challenges confronting us in the era of in...
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| Main Author: | |
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| Format: | Ebook |
| Language: | English |
| Published: |
Berlin :
Springer,
2010.
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| Series: | Studies in computational intelligence ;
v. 287. |
| Subjects: | |
| Online Access: | Springer eBooks |
| Summary: | "As cameras become more pervasive in our daily life, vast amounts of video data are generated. The popularity of You Tube and similar websites such as Tudou and Youku provides strong evidence for the increasing role of video in society. One of the main challenges confronting us in the era of information technology is to - fectively rely on the huge and rapidly growing video data accumulating in large multimedia archives. Innovative video processing and analysis techniques will play an increasingly important role in resolving the difficult task of video search and retrieval. A wide range of video-based applications have benefited from - vances in video search and mining including multimedia information mana- ment, human-computer interaction, security and surveillance, copyright prot- tion, and personal entertainment, to name a few. This book provides an overview of emerging new approaches to video search and mining based on promising methods being developed in the computer vision and image analysis community. Video search and mining is a rapidly evolving discipline whose aim is to capture interesting patterns in video data. It has become one of the core areas in the data mining research community. In comparison to other types of data mining (e. g. text), video mining is still in its infancy. Many challenging research problems are facing video mining researchers."--Publisher's website. |
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| Physical Description: | 1 online resource (xii, 386 pages). |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 3642128998 9783642128998 3642129005 9783642129001 |