SVIATOSLAV   VOLOSHYNOVSKIY

STOCHASTIC
IMAGE  PROCESSING
 

STOCHASTIC  IMAGE  RESTORATION

     
Diffraction  Limited  Imaging

Degradation model:                   y = Hx + n,
where  y - blurred image, x - original image,  n - additive noise,  H - distortion operator. 

Original image
Blurred image 
( wmax / wcut-off = 6 )
Adaptive Tikhonov
regularization
Developed 
Penalized ML
  Medical  imaging
Original image
Blurred image
( wmax / wcut-off  = 6 )
Developed 
Penalized ML


  Reference : 
  1. S. Voloshynovskiy, Iterative image restoration with adaptive regularization and parametric constraints,
 Journal of Image Processing & Communications, 3, 3-4, pp. 73-88, 1997.

    If you have any questions or suggestions, please send e-mail:  svolos@cui.unige.ch                            Copyright © 1996 - 2001