• DocumentCode
    2381626
  • Title

    Feature extraction of non-stained melanocyte cells

  • Author

    Kemkemer, R. ; Estrada, G. Gomez ; Kaufmann, D. ; Ulrich, D. ; Gruler, H.

  • Author_Institution
    Max-Planck-Inst., Stuttgart, Germany
  • Volume
    3
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    We present a procedure that extracts detailed morphological measurements from human melanocyte cells. The cells and imaging condition have the following characteristics: (i) no immunohistochemical markers were used (i.e. no colour); (ii) their morphology is rather elongated, and every cell has a number of dendrites; and (iii) overlapping dendrites are normally seen in culture. The axial orientation of single cells has been measured among other features related to dendrites, such as their branching factor, orientation and length. The approach shown in this paper is readily applicable to several dendritic-like cells. Since most of the papers in the field deal with stained or nearly rounded cells, this paper may well help to fill the gap between the existing literature and current clinical practice.
  • Keywords
    cellular biophysics; feature extraction; medical image processing; dendritic-like cells; feature extraction; immunohistochemical markers; nonstained melanocyte cells; Anthropometry; Biophysics; Data mining; Feature extraction; Genetics; Humans; Laboratories; Morphology; Neurons; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530464
  • Filename
    1530464