Abstract

A method is proposed for the restoration of multicomponent digital images, based on preliminary adaptive detection of pulse noise, followed by compensation, using the property of interchannel redundancy. The proposed method has been numerically investigated in a wide intensity range of pulse noise, the results of which show that the accuracy of the restoration of three-component (color) images has been increased. Examples are given of image restoration, using previously known processing methods and the proposed method.

© 2013 Optical Society of America

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  1. R. C.  Gonzalez, R. E.  Woods, Digital Image Processing (Prentice Hall, Upper Saddle River, N.J., 2002; Tekhnosfera, Moscow, 2005).
  2. T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).
  3. E. A.  Samoĭlin, “Spatially selective image filtering,” Izv. Vyssh. Uchebn. Zaved. Prib. 49, No. 12, 7 (2006).
  4. E. A.  Samoĭlin, “Algorithms for estimating the pulse noise in problems of digital filtering of optical images,” Opt. Zh. 73, No. 12, 42 (2006) [J. Opt. Technol. 73, 859 (2006)].
  5. E. A.  Samoĭlin, “Algorithms for reconstructing digital optical images distorted by pulse noise,” Opt. Zh. 74, No. 9, 50 (2007) [J. Opt. Technol. 74, 617 (2007)].
  6. E. A.  Samoĭlin, “Numerical methods of analyzing the efficiency of image-filtering procedures,” Matemat. Modelir. 20, No. 2, 113 (2008).

2008 (1)

E. A.  Samoĭlin, “Numerical methods of analyzing the efficiency of image-filtering procedures,” Matemat. Modelir. 20, No. 2, 113 (2008).

2007 (1)

E. A.  Samoĭlin, “Algorithms for reconstructing digital optical images distorted by pulse noise,” Opt. Zh. 74, No. 9, 50 (2007) [J. Opt. Technol. 74, 617 (2007)].

2006 (2)

E. A.  Samoĭlin, “Spatially selective image filtering,” Izv. Vyssh. Uchebn. Zaved. Prib. 49, No. 12, 7 (2006).

E. A.  Samoĭlin, “Algorithms for estimating the pulse noise in problems of digital filtering of optical images,” Opt. Zh. 73, No. 12, 42 (2006) [J. Opt. Technol. 73, 859 (2006)].

Eklundh, J. O.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Gonzalez, R. C.

R. C.  Gonzalez, R. E.  Woods, Digital Image Processing (Prentice Hall, Upper Saddle River, N.J., 2002; Tekhnosfera, Moscow, 2005).

Huang, T. S.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Justusson, B. I.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Nussbaumer, H. J.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Samoilin, E. A.

E. A.  Samoĭlin, “Numerical methods of analyzing the efficiency of image-filtering procedures,” Matemat. Modelir. 20, No. 2, 113 (2008).

E. A.  Samoĭlin, “Algorithms for reconstructing digital optical images distorted by pulse noise,” Opt. Zh. 74, No. 9, 50 (2007) [J. Opt. Technol. 74, 617 (2007)].

E. A.  Samoĭlin, “Spatially selective image filtering,” Izv. Vyssh. Uchebn. Zaved. Prib. 49, No. 12, 7 (2006).

E. A.  Samoĭlin, “Algorithms for estimating the pulse noise in problems of digital filtering of optical images,” Opt. Zh. 73, No. 12, 42 (2006) [J. Opt. Technol. 73, 859 (2006)].

Tyan, S. G.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Woods, R. E.

R. C.  Gonzalez, R. E.  Woods, Digital Image Processing (Prentice Hall, Upper Saddle River, N.J., 2002; Tekhnosfera, Moscow, 2005).

Zohar, S.

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

Izv. Vyssh. Uchebn. Zaved. Prib. (1)

E. A.  Samoĭlin, “Spatially selective image filtering,” Izv. Vyssh. Uchebn. Zaved. Prib. 49, No. 12, 7 (2006).

Matemat. Modelir. (1)

E. A.  Samoĭlin, “Numerical methods of analyzing the efficiency of image-filtering procedures,” Matemat. Modelir. 20, No. 2, 113 (2008).

Opt. Zh. (2)

E. A.  Samoĭlin, “Algorithms for estimating the pulse noise in problems of digital filtering of optical images,” Opt. Zh. 73, No. 12, 42 (2006) [J. Opt. Technol. 73, 859 (2006)].

E. A.  Samoĭlin, “Algorithms for reconstructing digital optical images distorted by pulse noise,” Opt. Zh. 74, No. 9, 50 (2007) [J. Opt. Technol. 74, 617 (2007)].

Other (2)

R. C.  Gonzalez, R. E.  Woods, Digital Image Processing (Prentice Hall, Upper Saddle River, N.J., 2002; Tekhnosfera, Moscow, 2005).

T. S.  Huang, J. O.  Eklundh, H. J.  Nussbaumer, S.  Zohar, B. I.  Justusson, S. G.  Tyan, Fast Algorithms in Digital Image Processing (Radio i Svyaz’, Moscow, 1984).

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