DocumentCode
2265935
Title
Data Mining in digital image processing using the Gabor filters algorithm
Author
Vatamanu, Oana Astrid ; Ionescu, Mihaela
Author_Institution
Dept. of Med. Inf., Univ. of Med. & Pharmacy Victor Babes, Timisoara, Romania
fYear
2012
fDate
Aug. 30 2012-Sept. 1 2012
Firstpage
137
Lastpage
140
Abstract
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.
Keywords
Gabor filters; data mining; image processing; image retrieval; indexing; mathematical analysis; Gabor filters; Gabor mathematical functions; data mining; digital image processing; image indexing; image searching; medicine; Biomedical imaging; Computational modeling; Databases; Digital images; Feature extraction; Gabor filters; Ultrasonic imaging; Gabor; analysis; digital; image; medicine; wavelet;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on
Conference_Location
Cluj-Napoca
Print_ISBN
978-1-4673-2953-8
Type
conf
DOI
10.1109/ICCP.2012.6356176
Filename
6356176
Link To Document