Abstract
The paper presents a fuzzy database management system, and a fuzzy method for dominant colour description of images, on which an image retrieval system is built. The paper shows the suitability of the fuzzy database management system for this kind of applications when the images are characterized by fuzzy data. The synergy of these two introduced components, improves traditional image retrieval systems in three aspects: natural and automatic image description, a natural and easy query language, and high performance in query resolution.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Chamorro-Martínez, J., Medina, J.M., Barranco, C., Galán-Perales, E., Soto-Hidalgo, J.M.: An Approach to Image Retrieval on Fuzzy Object-Relational Database using Dominant Color Descriptors. In: Proc. of 4th Conference of the European Society for Fuzzy Logic and Technology, pp. 676–684 (2005)
De Caluwe, R.: Fuzzy and Uncertain Object-Oriented Databases: Concepts and Models, Advances in Fuzzy Systems-Applications and Theory, vol. 13. World Scientific, Singapore (1997)
Fukami, S., Umano, M., Muzimoto, M., Tanaka, H.: Fuzzy Database Retrieval and Manipulation Language. IEICE Technical Reports 78(233) pp. 65–72, AL-78–85 (Automata and Language) (1979)
Galindo, J., Medina, J.M., Pons, O., Cubero, J.C.: A Server for Fuzzy SQL Queries. In: Andreasen, T., Christiansen, H., Larsen, H.L. (eds.) FQAS 1998. LNCS (LNAI), vol. 1495, pp. 164–174. Springer, Heidelberg (1998)
Prade, H., Testemale, C.: Generalizing Database Relational Algebra for the Treatment of Incomplete or Uncertain Information and Vague Queries. Information Sciences 34, 115–143 (1984)
Umano, M.: Freedom-O: A Fuzzy Database System. In: Gupta-Sanchez (ed.) Fuzzy Information and Decision Processes, North-Holand Pub. Comp., Amsterdam (1982)
Zemankova-Leech, M., Kandel, A.: Fuzzy Relational Databases – A Key to Expert Systems, Köln, Germany, TüV Rheinland (1984)
Cubero, J.C., Marín, N., Medina, J.M., Pons, O., Vila, M.A.: Fuzzy object Management in an Object-Relational Framework. In: X Intl. Conf. of information processing and management of uncertainty in knowledge-based systems, Perugia (Italy), pp. 1767–1774 (2004)
Del Bimbo, A.: Visual Information Retrieval. Morgan Kaufmann Publishers, San Francisco (2001)
Jain, A.K., Dubes, R.C.: Algorithms for Clustering Data. Prentice-Hall, Englewood Cliffs (1988)
Chamorro-Martínez, J., Sánchez, D., Prados-Suarez, B., Galán-Perales, E.: Fuzzy Connectivity Measures for Path-based Image Segmentation. In: Proc. of IEEE International Conference on Fuzzy Systems, pp. 218–223 (2005)
Marín, M., Medina, J.M., Pons, O., Sánchez, D., Vila, M.A.: Complex object comparison in a fuzzy context. Inf. and Software Technology 45(7), 431–444 (2003)
Goguen, J.A.: The logic of inexact concepts. Synthese 9(3–4), 325–373 (1969)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Barranco, C.D., Medina, J.M., Chamorro-Martínez, J., Soto-Hidalgo, J.M. (2006). Using a Fuzzy Object-Relational Database for Colour Image Retrieval. In: Larsen, H.L., Pasi, G., Ortiz-Arroyo, D., Andreasen, T., Christiansen, H. (eds) Flexible Query Answering Systems. FQAS 2006. Lecture Notes in Computer Science(), vol 4027. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11766254_26
Download citation
DOI: https://doi.org/10.1007/11766254_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34638-8
Online ISBN: 978-3-540-34639-5
eBook Packages: Computer ScienceComputer Science (R0)