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Stochastic Modelling of Image Acquisition, Interpolation and Scale-space smoothing

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  • Mathematics And Statistics
  • Mathematics


In this study, the problem of feature extraction by scale-space methods is addressed. The modeling of image acquisition, image interporation and scale-space smoothing is discussed, with particular emphasis on the influence of random errors and the interplay between the discrete and continuous representations. In doing so, new results are given on the stochastic properties of discrete and continuous random fields. Further, a new discrete scale-space theory is developed.

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