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- W68250750 abstract "Publisher Summary The necessity of processing real images calls for algorithms where a rapid switching of the filter characteristics is allowed. This chapter discusses a simple and efficient method to meet this requirement. The main feature of the method is the analytical construction of the image model. Starting from the smoothness, stochastic, and inhomogeneity assumptions, a nonstationary state-space representation is obtained without the necessity of onerous identification procedures or the a priori knowledge of the image autocorrelation function. The obtained model is space varying according to the presence of image edges. In this way, the edge-defocusing phenomenon is greatly reduced. The adaptive behavior of the method is obtained by including the information on edge locations into the image model. In this way, the filter transitions in correspondence of edge locations are not the result of heuristic procedures but are justified on a theoretical basis because they are strictly related to the image model." @default.
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- W68250750 date "2001-01-01" @default.
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- W68250750 title "Space-variant two-dimensional filtering of noisy images" @default.
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- W68250750 doi "https://doi.org/10.1016/s1076-5670(01)80089-6" @default.
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