• DocumentCode
    1770693
  • Title

    Removal of artifacts from dermatoscopic images

  • Author

    Sultana, Ayesha ; Dumitrache, Ioana ; Vocurek, Mihai ; Ciuc, Mihai

  • Author_Institution
    Telecommun. & Inf. Technol., Univ. “Politeh.” of Bucharest, Bucharest, Romania
  • fYear
    2014
  • fDate
    29-31 May 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Dermoscopy is the primary tool used for pigmented skin lesion diagnosis. Despite the use of this relative new clinical method dermoscopy based, diagnose is still subjective and the diagnosis detection accuracy is about 75-80%. In this paper we present several enhancement pre-processing techniques applied on dermatoscopic images, such as black frame removal and hair removal in an automatically manner. We have tested our algorithms on 45 dermoscopic images and compared the automated enhancement methods results with other existing methods.
  • Keywords
    image enhancement; medical image processing; automated enhancement methods; clinical method dermoscopy; dermatoscopic images; enhancement pre-processing techniques; pigmented skin lesion diagnosis; Hair; Image color analysis; Image quality; Lesions; Malignant tumors; Shape; Skin; Top-Hat morphological operation; black frame removal; dermoscopy; inpainting; pre-processing hair removal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (COMM), 2014 10th International Conference on
  • Conference_Location
    Bucharest
  • Type

    conf

  • DOI
    10.1109/ICComm.2014.6866757
  • Filename
    6866757