• DocumentCode
    1796433
  • Title

    CNN based movement correction in thermography for intrasurgical diagnostics

  • Author

    Senger, Vanessa ; Schierling, Lennart ; Muller, Johannes ; Tetzlaff, Ronald

  • Author_Institution
    Fundamentals of Electr. Eng., Tech. Univ. Dresden, Dresden, Germany
  • fYear
    2014
  • fDate
    29-31 July 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    In this contribution, we present an algorithm aimed at the correction of a movement artifact in thermographic images recorded during neurosurgery. It is based on Cellular Nonlinear Networks (CNN) and was designed as a first step towards a platform capable of providing intraoperative feedback to a surgeon.
  • Keywords
    biomedical optical imaging; cellular neural nets; infrared imaging; medical image processing; neurophysiology; recurrent neural nets; surgery; CNN based movement correction; cellular nonlinear networks; intraoperative feedback; intrasurgical diagnostics; movement artifact; neurosurgery; thermographic images; Adaptive optics; Algorithm design and analysis; Equations; Image edge detection; Mathematical model; Neurosurgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Nanoscale Networks and their Applications (CNNA), 2014 14th International Workshop on
  • Conference_Location
    Notre Dame, IN
  • Type

    conf

  • DOI
    10.1109/CNNA.2014.6888660
  • Filename
    6888660