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Modeling of two-dimensional covariance functions with application to image restoration

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2 Author(s)
S. Powell ; Bell Laboratories, Murray Hill, NJ, USA ; L. Silverman

Exact models are derived for the horizontal line scan of monochromatic pictorial images whose light intensity at each point can be represented by a class of two-dimensional homogeneous random fields. Recursive restoration schemes are presented for images of this type whose degradation can be represented by additive white noise.

Published in:

IEEE Transactions on Automatic Control  (Volume:19 ,  Issue: 1 )