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Video Summarization Overview (Paperback)
Loot Price: R1,254
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Video Summarization Overview (Paperback)
Series: Foundations and Trends (R) in Computer Graphics and Vision
Expected to ship within 10 - 15 working days
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The widespread use of the internet and affordable video capturing
devices has dramatically changed the landscape of video creation
and consumption. In particular, user-created videos are more
prevalent than ever with the evolution of video streaming services
and social networks. The rapid growth of video creation
necessitates advanced technologies that enable efficient
consumption of desired video content. The scenarios include
enhancing user experience for viewers on video streaming services,
enabling quick video browsing for video creators who need to go
through a massive amount of video rushes, and for security teams
who need to monitor surveillance videos. With the broad growth of
video capturing devices and applications on the web, it is more
demanding to provide desired video content for users efficiently.
Video summarization facilitates quickly grasping video content by
creating a compact summary of videos. Much effort has been devoted
to automatic video summarization, and various problem settings and
approaches have been proposed. This monograph provides an overview
of this field, and covers early studies as well as recent
approaches which take advantage of deep learning techniques. Video
summarization approaches and their underlying concepts are
described, and benchmarks and evaluations are included. Evaluation
techniques in prior work in this field are addressed, and the pros
and cons of the evaluation protocols are detailed. The monograph
concludes with current and open challenges in this field. This
monograph is a useful reference for students and professionals who
are active in, or wish to enter into the field of Video
Summarization.
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