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Image Database

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Encyclopedia of Database Systems

Synonyms

Image retrieval; Image retrieval system; Content-based image retrieval (CBIR)

Definition

Given a collection of images, a full-fledged image database provides means and technologies that support an efficient and rich modeling, storing, indexing, retrieval, and manipulation of images and its meta-data. The modeling of images can range depending on the used meta-data format (e.g., MPEG-7) from simple technical annotations such as file size, creator, etc. to more sophisticated annotations such as low level features (e.g., color) or even high level features (e.g., objects, events, etc.). The storing component is responsible for mapping the used meta-data format to an adequate database schema. Indexing facilities should support efficient retrieval and need to provide means (depending on the used meta-data) for indexing text, multidimensional feature vectors and high level representations. The retrieval and query specification should support some or all of the following concepts:...

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Recommended Reading

  1. Besufekad S.A. Modélisation et traitement de requêtes images complexes. PhD Thesis, L’Institut National des Sciences Appliquées de Lyon, 2003.

    Google Scholar 

  2. Chang N.S. and Fu K.S. Query by pictorial example. IEEE Trans. Softw. Eng., 6(6):519–524, 1980.

    Article  Google Scholar 

  3. Gaede V. and Günther O. Multidimensional access methods. ACM Comput. Surv., 30(2):170–231, 1998.

    Article  Google Scholar 

  4. Gupta A., Weymouth T., and Jain R. Semantic queries with picture: the VIMSYS model. In Proc. 17th Int. Conf. on Very Large Data Bases, 1991, pp. 69–79.

    Google Scholar 

  5. Kosch H., Böszörmenyi L., Bachlechner A., Hanin C., Hofbauer C., Lang M., Riedler C., and Tusch R. SMOOTH - a distributed multimedia database system. In Proc. 27th Int. Conf. on Very Large Data Bases, 2001, pp. 713–714.

    Google Scholar 

  6. Lee J.-H., Cha G.-H., and Chung C.-W. A model for k-nearest neighbor query processing cost in multidimensional data spaces. Inf. Process. Lett., 69(2):69–76, 1999.

    Article  MathSciNet  Google Scholar 

  7. Liu Y., Zhang D., Lu G., and Ma W.Y. A survey of content-based image retrieval with high-level semantics. Pattern Recognit., 40(1):262–282, 2007.

    Article  MATH  Google Scholar 

  8. Melton J. and Eisenberg A. SQL multimedia application packages (SQL/MM). ACM SIGMOD Rec., 30(4):97–102, 2001.

    Article  Google Scholar 

  9. Shatford S. Analyzing the subject of a picture: a theoretical approach. Cataloging and Classification Quarterly, 6(3):39–62, 1986.

    Article  Google Scholar 

  10. Smeulders A.W.M., Worring M., Santini S., Gupta A., and Jain R. Content-based image retrieval at the end of the early years. IEEE Trans. Pattern Anal. Mach. Intell., 22(12):1349–1380, 2000.

    Article  Google Scholar 

  11. Tamura H. and Yokoya N. Image database systems: a survey. Pattern Recognit., 17(1):29–43, 1984.

    Article  Google Scholar 

  12. Veltkamp R.C. and Tanase M. Content-Based Image Retrieval Systems: a Survey. Technical Report, Utrecht University, The Netherlands, 2000.

    Google Scholar 

  13. Wu P., Manjunath B.S., and Shin H.D. Dimensionality reduction for image retrieval. In Proc. Int. Conf. Image Processing, 2000, pp. 726–729.

    Google Scholar 

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© 2009 Springer Science+Business Media, LLC

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Döller, M., Kosch, H., Maier, P. (2009). Image Database. In: LIU, L., ÖZSU, M.T. (eds) Encyclopedia of Database Systems. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-39940-9_1007

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