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Image modeling and quality criteria

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3 Author(s)
Biemond, J. ; Delft University of Technology, Delft, The Netherlands ; Links, Leo H. ; Boekee, D.E.

When an image which is disturbed by additive noise is recursively filtered, the filter is derived from a dynamic model based on the second-order statistics of the original image and noise. For given image statistics, it is possible to consider different models. The choice of a model may influence the quality of the filter results. To compare different models representing the same image, three quality criteria, including the Cramér-Rao bound, are introduced. Results of this comparison are discussed.

Published in:

Acoustics, Speech and Signal Processing, IEEE Transactions on  (Volume:27 ,  Issue: 6 )

Date of Publication:

Dec 1979

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