• DocumentCode
    1671260
  • Title

    Image enhancement segmentation and denoising by time dependent nonlinear diffusion processes

  • Author

    Gilboa, Guy ; Zeevi, Yehoshua Y. ; Sochen, Nir

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • Volume
    3
  • fYear
    2001
  • fDate
    6/23/1905 12:00:00 AM
  • Firstpage
    134
  • Abstract
    Two nonlinear diffusion processes with time-dependent diffusion coefficients are presented. Both processes converge to nontrivial solutions, eliminating the need to impose an arbitrary diffusion stopping time, otherwise required in the implementation of most nonlinear diffusion processes. The two schemes employ nonlinear cooling mechanisms that preserve edges. One scheme is intended for general denoising, whereas the other is targeted for enhancement or segmentation of images. Simulation results indicate that the proposed schemes provide a stable and efficient tool for processing of noisy images
  • Keywords
    edge detection; image enhancement; image segmentation; nonlinear differential equations; nonlinear filters; partial differential equations; smoothing methods; PDE; anisotropic diffusion; edge preservation; image denoising; image enhancement; image segmentation; noisy images; nonlinear cooling; nonlinear diffusion processes; time-dependent diffusion; Anisotropic magnetoresistance; Cities and towns; Cooling; Diffusion processes; Filters; Gaussian noise; Image converters; Image enhancement; Image segmentation; Noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2001. Proceedings. 2001 International Conference on
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    0-7803-6725-1
  • Type

    conf

  • DOI
    10.1109/ICIP.2001.958069
  • Filename
    958069