• DocumentCode
    2340325
  • Title

    Noise suppression of fluorescein angiogram sequences using bilateral filter

  • Author

    Guo, Xiao-Xin ; Lu, Yi-Nan ; Xu, Zhi-Wen ; Liu, Zhan-Hui ; Wang, Yun-Hiao ; Pang, Yun-Jie

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
  • Volume
    9
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    5366
  • Abstract
    In this paper, a relatively flexible filter called extended bilateral filter is proposed, by which some particular filters can be designed via selecting an appropriate pixel of interest (POI) and defining a kernel for the filter according to some specified requirements. Based on the filter, a fluorescein-angiogram-oriented filter, high-intensity preserving (HIP) filter is introduced to solve the problems of high-intensity preservation when denoising. The results of the experiments show that the HIP filter has the ability of noise suppression, and the ability of high-intensity preservation, which can keep the intensities of bright pixels from degrading via distributing the weights adaptively according to the location and the intensity of each pixel.
  • Keywords
    filtering theory; image denoising; image sequences; medical image processing; bilateral filter; fluorescein angiogram sequence; fluorescein-angiogram-oriented filter; high-intensity preserving filter; image denoising; image sequence; noise filtering; noise suppression; pixel intensity; pixel of interest; Angiography; Blood flow; Degradation; Diseases; Filters; Fluorescence; Hip; Image sequences; Noise reduction; Retina; Bilateral filter; fluorescein angiogram; image sequence, noise filtering; pixel of interest (POI);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527892
  • Filename
    1527892