• DocumentCode
    1610113
  • Title

    Improvement of contrast enhancement technique for cervical cell of Pap smear images by reducing the effect of unwanted background information

  • Author

    Isa, Nor Ashidi Mat ; Mustafa, Nazahah ; Zamli, Kamal Zuhairi ; Mashor, Mohd Yusoff

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Med. Imaging Res. Group, Univ. Sains Malaysia, Nibong Tebal, Malaysia
  • fYear
    2006
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Pap test is probably the most common screening method for cervical cancer. In general, the test is performed by examining the cells using a microscope. While Pap test undoubtedly facilitates diagnosis, it suffers from a number of weaknesses such as blurriness as well as the effects of unwanted noises, which may lead to false diagnosis. In order to address some of these problems, this study discusses a novel image processing approach involving segmentation and contrast enhancement techniques. Firstly, images of cervical cells on the Pap smears are selected using the segmentation technique. Then, four algorithms of contrast enhancement technique are applied on the selected cell to increase their contrast. The results show that the combination of the proposed technique has successfully increased the contrast of cervical cell of Pap smear images.
  • Keywords
    image segmentation; medical image processing; Pap smear image; cervical cancer; contrast enhancement technique; image processing; image segmentation; Biomedical engineering; Biomedical imaging; Cervical cancer; Clustering algorithms; Image edge detection; Image processing; Image segmentation; Microscopy; Shape; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing & Informatics, 2006. ICOCI '06. International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-0219-9
  • Electronic_ISBN
    978-1-4244-0220-5
  • Type

    conf

  • DOI
    10.1109/ICOCI.2006.5276546
  • Filename
    5276546