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Titlebook: Searching Multimedia Databases by Content; Christos Faloutsos Book 1996 Kluwer Academic Publishers 1996 Access.DBMS.Fourier analysis.Mappi

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书目名称Searching Multimedia Databases by Content
编辑Christos Faloutsos
视频videohttp://file.papertrans.cn/864/863065/863065.mp4
丛书名称Advances in Database Systems
图书封面Titlebook: Searching Multimedia Databases by Content;  Christos Faloutsos Book 1996 Kluwer Academic Publishers 1996 Access.DBMS.Fourier analysis.Mappi
描述.Searching Multimedia Databases by Content. bridges the gapbetween the database and signal processing communities by providingthe necessary background information for the reader and presenting italong with the intuition and mechanics of the best existing tools ineach area. .The first half of .Searching Multimedia Databases by Content.reviews the most successful database access methods, in increasingcomplexity, reaching up to spatial access methods and text retrieval.In all cases, the emphasis is on practical approaches that have beenincorporated in commercial systems, or that seem very promising. .The second half of the book uses the above access methods to achievefast searching in a database of signals. A general methodology ispresented, which suggests extracting a few good features from eachmultimedia object, thus mapping objects into points in a metric space.Finally, the book concludes by presenting some recent successfulapplications of the methodology on time series and color images. ..Searching Multimedia Databases by Content. is targeted towardsresearchers and developers of multimedia systems. The book can alsoserve as a textbook for a graduate course on multimedia searching,
出版日期Book 1996
关键词Access; DBMS; Fourier analysis; Mapping; bridge; complexity; database; information; multimedia; multimedia sy
版次1
doihttps://doi.org/10.1007/978-1-4613-1445-5
isbn_softcover978-1-4612-8629-5
isbn_ebook978-1-4613-1445-5Series ISSN 1386-2944
issn_series 1386-2944
copyrightKluwer Academic Publishers 1996
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1-D Time SequencesHere the goal is to search a collection of (equal-length) time sequences, to find the ones that are similar to a desirable sequence. For example, ‘..
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2-D Color ImagesRetrieving images by content attracts high and increasing interest [JN92, OS95, FSN.95]. Queries on content may focus on color, texture, shape, position, etc. Potential applications include medical image databases (‘.’), photo-journalism .’), art, fashion, cataloging, retailing etc..
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FastmapIn the previous chapters we saw the ‘GEMINI’ approach, which suggests that we rely on domain experts to derive . feature-extraction functions, thus mapping each object into a point in .-dimensional space. Then the problem is reduced to storing, retrieving and displaying .-dimensional points, for which there is a plethora of algorithms available.
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