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Medical Image Retrieval System Based on Gabor Wavelet

Grace Selvarani A*, Annadurai S**

*Senior Lecturer in Computer Science, Sri Ramakrishna Engineering College, Coimbatore.

**Professor in computer Science , Govt. college of Engineering , Tirunelveli.

Periodicity:July - September'2006
DOI : https://doi.org/10.26634/jse.1.1.775

Abstract

Digital images indexing and querying techniques have been extensively studied for the last years. But only few systems are dedicated to medical images today, while the need for content based retrieval tools increasing with the growth of digital image databases. This work aims at developing the content based retrieval system for medical images by extracting texture features. We have used Gabor filters which is a popular signal processing approach for extracting texture features. We have compared our retrieval system based on Gabor filter, with another retrieval system based on co-occurrence matrix for extracting texture features.

Keywords

CBIR, Gabor Filter, Co-Occurrence Matrix, Texture, Feature Extraction, Similarity Measure

How to Cite this Article?

Grace Selvarani A and Annadurai S (2006). Medical Image Retrieval System Based on Gabor Wavelet. i-manager’s Journal on Software Engineering, 1(1),59-63. https://doi.org/10.26634/jse.1.1.775

References

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[4] Winnie Tsang, Andrew Corboy, Ken Lee and Jacob Furst, “Texture-Based Image Retrieval for Computerized Tomography Databases”, Proc. IEEE, No. 5, 2005.

[5] Rubner, Y. and C. Tomasi, “Perceptual Metrics for Image Database Navigation”, The Kluwer International Series in Engineering and Computer Science, 2001.

[6] Joaquim Cezar Felipe, Agma J. M.Traina and Caetano Traino, “ Retrieval by Content of Medical Images Using Texture for Tissue Identification”, Proc. of IEEE , 2003.

[7] T.Glatard, J. Montagnat and I.E. Magning, “ Texture based medical image indexing and retrieval : application to cardiac imaging”, ACM Multimedia, pp 15-16, October 2004.

[8] P. Howarth and S. Ruger, “Robust texture features for still- image retrieval”, Proc. Of IEE, 2005.

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Medical Image Retrieval System Based on Gabor Wavelet

Abstract

Keywords

How to Cite this Article?

References

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