• 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