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Data Mining in digital image processing using the Gabor filters algorithm

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2 Author(s)
Vatamanu, O.A. ; Dept. of Med. Inf., Univ. of Med. & Pharmacy Victor Babes, Timisoara, Romania ; Ionescu, M.

This paper presents a method of analysis and processing of digital images, with a particular interest in the technique that uses the set of Gabor mathematical functions (Gabor wavelet). It also proposes a method of image indexing and searching, according to the information contained in the image. This information is defined by a signature obtained using a Gabor filter. Medicine represents a possible field of application, as different types of images that appear in this area may be therefore analyzed: x-rays, ultrasounds, NMR, etc.

Published in:

Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on

Date of Conference:

Aug. 30 2012-Sept. 1 2012