• DocumentCode
    2804056
  • Title

    Denoising fluorescence endoscopy - A motion compensated temporal recursive video filter with an optimal minimum mean square error parameterization

  • Author

    Stehle, Thomas ; Wulff, Jonas ; Behrens, Alexander ; Gross, Sebastian ; Aach, Til

  • Author_Institution
    Inst. of Imaging & Comput. Vision, RWTH Aachen Univ., Aachen, Germany
  • fYear
    2009
  • fDate
    June 28 2009-July 1 2009
  • Firstpage
    314
  • Lastpage
    317
  • Abstract
    Fluorescence endoscopy is an emerging technique for the detection of bladder cancer. A marker substance is brought into the patient´s bladder which accumulates at cancer tissue. If a suitable narrow band light source is used for illumination, a red fluorescence of the marker substance is observable. Because of the low fluorescence photon count and because of the narrow band light source, only a small amount of light is detected by the camera´s CCD sensor. This, in turn, leads to strong noise in the recorded video sequence. To overcome this problem, we apply a temporal recursive filter to the video sequence. The derivation of a filter function is presented, which leads to an optimal filter in the minimum mean square error sense. The algorithm is implemented as plug-in for the real-time capable clinical demonstrator platform RealTimeFrame and it is capable to process color videos with a resolution of 768times576 pixels at 50 frames per second.
  • Keywords
    cancer; endoscopes; fluorescence; image denoising; mean square error methods; medical image processing; motion compensation; recursive filters; tumours; bladder cancer; cancer tissue; color videos; denoising; error parameterization; fluorescence endoscopy; fluorescence photon count; motion compensation; optimal minimum mean square error; temporal recursive filter; tumors; video filter; video sequence; Bladder; Cancer; Endoscopes; Filters; Fluorescence; Light sources; Mean square error methods; Narrowband; Noise reduction; Video sequences; Noise filtering; bladder; endoscopy; fluorescence; optimal filter; photo dynamic diagnostics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-3931-7
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2009.5193047
  • Filename
    5193047