• DocumentCode
    2972448
  • Title

    Color retinal image enhancement using CLAHE

  • Author

    Setiawan, Agung W. ; Mengko, Tati R. ; Santoso, O. Setiono ; Suksmono, Andriyan B.

  • Author_Institution
    Biomed. Eng. Res. Group, Inst. Teknol. Bandung, Bandung, Indonesia
  • fYear
    2013
  • fDate
    13-14 June 2013
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    Common method in image enhancement that´s often use is histogram equalization, due to this method is simple and has low computation load. In this research, we use Contrast Limited Adaptive Histogram Equalization (CLAHE) to enhance the color retinal image. To reduce this noise effect in color retinal image due to the acquisition process, we need to enhance this image. Color retinal image has unique characteristic than other image, that is, this image has important in green (G) channel. Image enhancement has important contribution in ophthalmology. In this paper, we propose new enhancement method using CLAHE in G channel to improve the color retinal image quality. The enhancement process conduct in G channel is appropriate to enhance the color retinal image quality.
  • Keywords
    equalisers; image colour analysis; image denoising; image enhancement; medical image processing; CLAHE method; color retinal image enhancement method; contrast limited adaptive histogram equalization; green channel; noise effect reduction; ophthalmology; Biomedical imaging; Blood vessels; Colored noise; Image color analysis; Image enhancement; Image quality; Retina; CLAHE; asymmetric; color; enhancement; retinal image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ICT for Smart Society (ICISS), 2013 International Conference on
  • Conference_Location
    Jakarta
  • Print_ISBN
    978-1-4799-0143-2
  • Type

    conf

  • DOI
    10.1109/ICTSS.2013.6588092
  • Filename
    6588092