• DocumentCode
    2078169
  • Title

    An image enhancement technique using polynomial filters

  • Author

    Vanzo, A. ; Ramponi, G. ; Sicaranza, G.L.

  • Author_Institution
    Dipartimento di Elettrotecnica Elettronica ed Inf., Trieste Univ., Italy
  • Volume
    2
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    477
  • Abstract
    A novel method for image enhancement based on polynomial filters is presented. Its structure is similar to the one of the unsharp masking technique, but in the sharpening path a set of parallel branches are used; each is formed by the cascade of a linear operator and a nonlinear one, which act orthogonally with respect to each other. In this way, it is possible to sense the presence of correlated image details (which are enhanced) or noise (which is attenuated). Some experimental trials show that the proposed method can over-perform more classical techniques in the enhancement of blurred and noisy images; this is visually apparent but is also confirmed by a simple but effective figure of merit
  • Keywords
    filtering theory; image enhancement; nonlinear filters; polynomials; blurred images; correlated image details; figure of merit; image enhancement; linear operator; noise; noisy images; nonlinear operator; parallel branches; polynomial filters; unsharp masking technique; Electronic mail; Filtering; Humans; Image enhancement; Laplace equations; Layout; Noise figure; Noise reduction; Nonlinear filters; Polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413616
  • Filename
    413616