• DocumentCode
    1719778
  • Title

    Spatiotemporal filtering for medical images from an infrared camera

  • Author

    Gavriloaia, Gheorghe ; Gavriloaia, Gheorghe

  • Author_Institution
    Electron. & Comput. Dept., Univ. of Pitesti, Pitesti, Romania
  • fYear
    2011
  • Firstpage
    381
  • Lastpage
    384
  • Abstract
    In this paper we proposed an improved method for images filtering with slow time variation obtained from some successive frames of a thermovision camera investigating the heat radiated by human beings. In the first step, a single image is obtained as a result of the mean value evaluation from median filtering of all temporal frames. The standard deviation of each pixel is computed as well. The second stage consisted of a spatial filtering of the image from the first step by using the anisotropic diffusion filtering. New relations for the weighted coefficients of the diffusion matrix were proposed from the local statistic estimators. This method was tested on infrared images of different patients. Both subjective and objective evaluations of a patient image suffering from papillary thyroid cancer showed good performances for improving the signal to noise ratio and location of tumor.
  • Keywords
    cameras; cancer; filtering theory; heat radiation; infrared imaging; medical image processing; patient treatment; tumours; anisotropic diffusion filtering; heat radiation; image filtering; infrared camera; medical images; papillary thyroid cancer; patient image; spatiotemporal filtering; thermovision camera; tumor; Anisotropic magnetoresistance; Filtering; Image edge detection; Image quality; PSNR; Silicon; Anisotropic diffusion filter; heat propagation; infrared image processing; noise suppression; nonlinear filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications and Signal Processing (TSP), 2011 34th International Conference on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4577-1410-8
  • Type

    conf

  • DOI
    10.1109/TSP.2011.6043705
  • Filename
    6043705