• DocumentCode
    1167155
  • Title

    Bidirectional imaging and modeling of skin texture

  • Author

    Cula, Oana G. ; Dana, Kristin J. ; Murphy, Frank P. ; Rao, Babar K.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Rutgers Univ., Piscataway, NJ, USA
  • Volume
    51
  • Issue
    12
  • fYear
    2004
  • Firstpage
    2148
  • Lastpage
    2159
  • Abstract
    In this paper, we present a method of skin imaging called bidirectional imaging that captures significantly more properties of appearance than standard imaging. The observed structure of the skin´s surface is greatly dependent on the angle of incident illumination and the angle of observation. Specific protocols to achieve bidirectional imaging are presented and used to create the Rutgers Skin Texture Database (clinical component). This image database is the first of its kind in the dermatology community. Skin images of several disorders under multiple controlled illumination and viewing directions are provided publicly for research and educational use. Using this skin texture database, we employ computational surface modeling to perform automated skin texture classification. The classification experiments demonstrate the usefulness of the modeling and measurement methods.
  • Keywords
    PACS; biomedical optical imaging; image classification; image texture; medical image processing; physiological models; skin; Rutgers Skin Texture Database; automated skin texture classification; bidirectional imaging; dermatology; image database; skin texture modeling; Automatic control; Biomedical imaging; Cameras; Digital images; Image databases; Lighting; Medical diagnostic imaging; Protocols; Skin; Telemedicine; 3-D texture; Appearance-based modeling; BTF; bidirectional texture function; skin texture; texture; Algorithms; Artificial Intelligence; Databases, Factual; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Models, Biological; Pattern Recognition, Automated; Skin; Skin Diseases;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2004.836520
  • Filename
    1360034