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 |
Table of Contents:
- 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