A TIMELY OVERVIEW OF CUTTING EDGE TECHNOLOGIES FOR MULTIMEDIA
RETRIEVAL WITH A SPECIAL EMPHASIS ON SCALABILITY
The amount of multimedia data available every day is enormous and is
growing at an exponential rate, creating a great need for new and more
efficient approaches for large scale multimedia search. This book
addresses that need, covering the area of multimedia retrieval and
placing a special emphasis on scalability. It reports the recent works
in large scale multimedia search, including research methods and
applications, and is structured so that readers with basic knowledge
can grasp the core message while still allowing experts and
specialists to drill further down into the analytical sections.
_Big Data Analytics for Large-Scale Multimedia Search_ covers:
representation learning, concept and event-based video search in large
collections; big data multimedia mining, large scale video
understanding, big multimedia data fusion, large-scale social
multimedia analysis, privacy and audiovisual content, data storage and
management for big multimedia, large scale multimedia search,
multimedia tagging using deep learning, interactive interfaces for big
multimedia and medical decision support applications using large
multimodal data.
* Addresses the area of multimedia retrieval and pays close
attention to the issue of scalability
* Presents problem driven techniques with solutions that are
demonstrated through realistic case studies and user scenarios
* Includes tables, illustrations, and figures
* Offers a Wiley-hosted BCS that features links to open source
algorithms, data sets and tools
_Big Data Analytics for Large-Scale Multimedia Search_ is an excellent
book for academics, industrial researchers, and developers interested
in big multimedia data search retrieval. It will also appeal to
consultants in computer science problems and professionals in the
multimedia industry.
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Produktdetaljer
ISBN
9781119377009
Publisert
2019
Utgave
1. utgave
Utgiver
Vendor
Wiley-Blackwell
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter