Data management for multimedia retrieval
"Multimedia data require specialized management techniques because the representations of color, time, semantic concepts, and other underlying information can be drastically different from one another. The user?s subjective judgment can also have significant impact on what data or features are...
| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Cambridge ; New York :
Cambridge University Press ,
c2010
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| Subjects: | |
| Online Access: | Table of contents only Contributor biographical information Publisher description |
MARC
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| 001 | 0000070304 | ||
| 005 | 20110421093000.0 | ||
| 008 | 110224s2010 enk eng | ||
| 020 | |a 0521887399 | ||
| 020 | |a 9780521887397 | ||
| 050 | 0 | 0 | |a QA76.575 |b .C287 2010 |
| 090 | 0 | 0 | |a QA76.575 |b .C287 2010 |
| 100 | 1 | |a Candan, K. Selcuk , |e author | |
| 245 | 1 | 0 | |a Data management for multimedia retrieval |c K. Selcuk Candan and Maria Luisa Sapino |
| 260 | |a Cambridge ; |a New York : |b Cambridge University Press , |c c2010 | ||
| 300 | |a x, 489 p. : |b ill. (chiefly col.) ; |c 26 cm. | ||
| 504 | |a Includes bibliographical references (p. 427-472) and index | ||
| 505 | 0 | |a 1. Introduction: multimedia applications and data management requirements -- 2. Models for multimedia data -- 3. Common representations of multimedia features -- 4. Feature quality and independence: why and how? -- 5. Indexing, search, and retrieval of sequences -- 6. Indexing, search, and retrieval of graphs and trees -- 7. Indexing, search, and retrieval of vectors -- 8. Clustering techniques -- 9. Classification -- 10. Ranked retrieval -- 11. Evaluation of retrieval -- 12. User relevance feedback and collaborative filtering | |
| 520 | |a "Multimedia data require specialized management techniques because the representations of color, time, semantic concepts, and other underlying information can be drastically different from one another. The user?s subjective judgment can also have significant impact on what data or features are relevant in a given context. These factors affect both the performance of the retrieval algorithms and their effectiveness. This textbook on multimedia data management techniques offers a unified perspective on retrieval efficiency and effectiveness. It provides a comprehensive treatment, from basic to advanced concepts, that will be useful to readers of different levels, from advanced undergraduate and graduate students to researchers and to professionals"--Provided by publisher | ||
| 650 | 0 | |a Database management | |
| 650 | 0 | |a Multimedia systems | |
| 700 | 1 | |a Sapino, Maria Luisa , |e author | |
| 856 | 4 | 1 | |3 Table of contents only |u http://www.loc.gov/catdir/enhancements/fy1012/2009043206-t.html |
| 856 | 4 | 2 | |3 Contributor biographical information |u http://www.loc.gov/catdir/enhancements/fy1012/2009043206-b.html |
| 856 | 4 | 2 | |3 Publisher description |u http://www.loc.gov/catdir/enhancements/fy1012/2009043206-d.html |
| 999 | |a 1000138608 |b Book |c OPEN SHELF (30 DAYS) |e Tembila Campus | ||
| 999 | |a 1000138609 |b Book |c OPEN SHELF (30 DAYS) |e Tembila Campus | ||
| 999 | |a 1000138610 |b Book |c OPEN SHELF (30 DAYS) |e Tembila Campus | ||