• DocumentCode
    3412246
  • Title

    Detailed regions based medical image contrast enhancement

  • Author

    Moniruzzaman, Md ; Shafuzzaman, Md ; Hossain, Md Faruque

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
  • fYear
    2013
  • fDate
    19-21 Dec. 2013
  • Firstpage
    252
  • Lastpage
    256
  • Abstract
    Contrast enhancement of digital images is used to process an input image and to get output image of better quality after processing. A widely used contrast enhancement technique is histogram equalization (HE) technique. Although the technique is simple and effective, it has some drawbacks. It does not preserve the brightness of the image and also has low value of peak signal to noise ratio (PSNR). In this paper, we propose a new technique to enhance the contrast of an image. The technique is detailed regions based and it can be applied on medical images. By using matlab the proposed technique was coded and tested. The proposed technique preserves the brightness of the image by giving low value of average mean brightness error (AMBE). At the same time high value of PSNR is obtained by the proposed technique which means the image is affected by low quality of noise.
  • Keywords
    brightness; image enhancement; medical image processing; AMBE; HE; PSNR; average mean brightness error; contrast enhancement technique; detailed regions; digital images; histogram equalization technique; image brightness; input image; matlab; medical image contrast enhancement; output image; peak signal to noise ratio; Adaptive equalizers; Bones; Brightness; Digital images; Histograms; PSNR; X-ray imaging; AMBE; PSNR; brightness preservation; contrast enhancement; detailed regions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Electrical Engineering (ICAEE), 2013 International Conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4799-2463-9
  • Type

    conf

  • DOI
    10.1109/ICAEE.2013.6750342
  • Filename
    6750342