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|a 9781461314455
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|a 10.1007/978-1-4613-1445-5
|2 doi
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|a (DE-He213)978-1-4613-1445-5
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|a Faloutsos, Christos.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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| 245 |
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|a Searching Multimedia Databases by Content
|h [electronic resource] /
|c by Christos Faloutsos.
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| 250 |
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|a 1st ed. 1996.
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| 264 |
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1 |
|a New York, NY :
|b Springer US :
|b Imprint: Springer,
|c 1996.
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| 300 |
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|a XII, 155 p.
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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|a computer
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|b cr
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| 347 |
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|a text file
|b PDF
|2 rda
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| 490 |
1 |
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|a Advances in Database Systems,
|x 1386-2944 ;
|v 3
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| 490 |
1 |
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|a Springer eBook Collection
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| 505 |
0 |
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|a 1 Introduction -- I Database Indexing Methods -- 2 Introduction to Relational DBMS -- 3 Primary Key Access Methods -- 4 Secondary Key Access Methods -- 5 Spatial Access Methods (SAMS) -- 6 Access Methods For Text -- II Indexing Signals -- 7 Problem - Intuition -- 8 1-D Time Sequences -- 9 2-D Color Images -- 10 Sub-Pattern Matching -- 11 Fastmap -- 12 Conclusions -- III Mathematical Toolbox -- A Preliminaries -- B Fourier Analysis -- C Wavelets -- D K-L and SVD -- References.
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| 520 |
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|a Searching Multimedia Databases by Content bridges the gap between the database and signal processing communities by providing the necessary background information for the reader and presenting it along with the intuition and mechanics of the best existing tools in each area. The first half of Searching Multimedia Databases by Content reviews the most successful database access methods, in increasing complexity, reaching up to spatial access methods and text retrieval. In all cases, the emphasis is on practical approaches that have been incorporated in commercial systems, or that seem very promising. The second half of the book uses the above access methods to achieve fast searching in a database of signals. A general methodology is presented, which suggests extracting a few good features from each multimedia object, thus mapping objects into points in a metric space. Finally, the book concludes by presenting some recent successful applications of the methodology on time series and color images. Searching Multimedia Databases by Content is targeted towards researchers and developers of multimedia systems. The book can also serve as a textbook for a graduate course on multimedia searching, covering both access methods as well as the basics of signal processing.
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| 590 |
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|a Loaded electronically.
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| 590 |
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|a Electronic access restricted to members of the Holy Cross Community.
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| 650 |
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|a Multimedia information systems.
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| 650 |
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|a Data mining.
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| 650 |
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|a Data structures (Computer science).
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| 650 |
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|a Signal processing.
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| 650 |
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|a Image processing.
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| 650 |
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|a Speech processing systems.
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| 650 |
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|a Information storage and retrieval.
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| 650 |
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|a Optical data processing.
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| 690 |
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|a Electronic resources (E-books)
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| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
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| 830 |
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|a Advances in Database Systems,
|x 1386-2944 ;
|v 3
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| 830 |
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|a Springer eBook Collection.
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| 856 |
4 |
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|u https://holycross.idm.oclc.org/login?auth=cas&url=https://doi.org/10.1007/978-1-4613-1445-5
|3 Click to view e-book
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